diff --git a/.dockerignore b/.dockerignore
index bc0416c..1deaee1 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,3 +1,14 @@
+# Build artifacts and host-installed deps — the multi-stage Dockerfile
+# rebuilds these inside the container for the target platform, so the
+# host copies must NOT leak in (would clobber linux/amd64 binaries
+# with darwin/arm64 ones).
+dist
+node_modules
+
+# Secrets and local state
 .env
+.env.local
 .git
-src
+
+# Local data dirs (Redis cache file, setup-state, etc.)
+data
diff --git a/Dockerfile b/Dockerfile
index 3a4b3ea..c071df8 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,58 @@
+# syntax=docker/dockerfile:1.7
+#
+# Multi-stage build for the helix-engage sidecar.
+#
+# Why multi-stage instead of "build on host, COPY dist + node_modules"?
+# The host (developer Mac, CI runner) is rarely the same architecture
+# as the target (linux/amd64 EC2 / VPS). Copying a host-built
+# node_modules brings darwin-arm64 native bindings (sharp, livekit,
+# fsevents, etc.) into the runtime image, which crash on first import.
+# This Dockerfile rebuilds inside the target-platform container so
+# native bindings are downloaded/compiled for the right arch.
+#
+# The build stage runs `npm ci` + `nest build`, then `npm prune` to
+# strip dev deps. The runtime stage carries forward only `dist/`,
+# the pruned `node_modules/`, and `package.json`.
+
+# --- Builder stage ----------------------------------------------------------
+FROM node:22-slim AS builder
+WORKDIR /app
+
+# Build deps for any native modules whose prebuilt binaries miss the
+# target arch. Kept minimal — node:22-slim already ships most of what's
+# needed for the deps in this project, but python/make/g++ are the
+# canonical "I might need to gyp-rebuild" trio.
+RUN apt-get update \
+ && apt-get install -y --no-install-recommends \
+        python3 \
+        make \
+        g++ \
+ && rm -rf /var/lib/apt/lists/*
+
+# Lockfile-only install first so this layer caches when only source
+# changes — much faster repeat builds.
+COPY package.json package-lock.json ./
+RUN npm ci --no-audit --no-fund --loglevel=verbose
+
+# Source + build config
+COPY tsconfig.json tsconfig.build.json nest-cli.json ./
+COPY src ./src
+
+RUN npm run build
+
+# Strip dev dependencies so the runtime image stays small.
+RUN npm prune --omit=dev
+
+
+# --- Runtime stage ----------------------------------------------------------
 FROM node:22-slim
 WORKDIR /app
-COPY dist ./dist
-COPY node_modules ./node_modules
-COPY package.json ./
+
+# Bring across only what the runtime needs. Source, dev deps, build
+# tooling all stay in the builder stage and get discarded.
+COPY --from=builder /app/dist ./dist
+COPY --from=builder /app/node_modules ./node_modules
+COPY --from=builder /app/package.json ./
+
 EXPOSE 4100
 CMD ["node", "dist/main.js"]
diff --git a/package-lock.json b/package-lock.json
index 10e6e87..ab3867b 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -59,13 +59,13 @@
       }
     },
     "node_modules/@ai-sdk/anthropic": {
-      "version": "3.0.58",
-      "resolved": "http://localhost:4873/@ai-sdk/anthropic/-/anthropic-3.0.58.tgz",
-      "integrity": "sha512-/53SACgmVukO4bkms4dpxpRlYhW8Ct6QZRe6sj1Pi5H00hYhxIrqfiLbZBGxkdRvjsBQeP/4TVGsXgH5rQeb8Q==",
+      "version": "3.0.68",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/anthropic/-/anthropic-3.0.68.tgz",
+      "integrity": "sha512-BAd+fmgYoJMmGw0/uV+jRlXX60PyGxelA6Clp4cK/NI0dsyv9jOOwzQmKNaz2nwb+Jz7HqI7I70KK4XtU5EcXQ==",
       "license": "Apache-2.0",
       "dependencies": {
         "@ai-sdk/provider": "3.0.8",
-        "@ai-sdk/provider-utils": "4.0.19"
+        "@ai-sdk/provider-utils": "4.0.23"
       },
       "engines": {
         "node": ">=18"
@@ -75,13 +75,13 @@
       }
     },
     "node_modules/@ai-sdk/gateway": {
-      "version": "3.0.66",
-      "resolved": "http://localhost:4873/@ai-sdk/gateway/-/gateway-3.0.66.tgz",
-      "integrity": "sha512-SIQ0YY0iMuv+07HLsZ+bB990zUJ6S4ujORAh+Jv1V2KGNn73qQKnGO0JBk+w+Res8YqOFSycwDoWcFlQrVxS4A==",
+      "version": "3.0.93",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-3.0.93.tgz",
+      "integrity": "sha512-8D6C9eEvDq6IgrdlWzpbniahDkoLiieTCrpzH8p/Hw63/0iPnZJ1uZcqxHrDIVDW/+aaGhBXqmx5C7HSd2eMmQ==",
       "license": "Apache-2.0",
       "dependencies": {
         "@ai-sdk/provider": "3.0.8",
-        "@ai-sdk/provider-utils": "4.0.19",
+        "@ai-sdk/provider-utils": "4.0.23",
         "@vercel/oidc": "3.1.0"
       },
       "engines": {
@@ -92,13 +92,13 @@
       }
     },
     "node_modules/@ai-sdk/openai": {
-      "version": "3.0.41",
-      "resolved": "https://registry.npmjs.org/@ai-sdk/openai/-/openai-3.0.41.tgz",
-      "integrity": "sha512-IZ42A+FO+vuEQCVNqlnAPYQnnUpUfdJIwn1BEDOBywiEHa23fw7PahxVtlX9zm3/zMvTW4JKPzWyvAgDu+SQ2A==",
+      "version": "3.0.52",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/openai/-/openai-3.0.52.tgz",
+      "integrity": "sha512-4Rr8NCGmfWTz6DCUvixn9UmyZcMatiHn0zWoMzI3JCUe9R1P/vsPOpCBALKoSzVYOjyJnhtnVIbfUKujcS39uw==",
       "license": "Apache-2.0",
       "dependencies": {
         "@ai-sdk/provider": "3.0.8",
-        "@ai-sdk/provider-utils": "4.0.19"
+        "@ai-sdk/provider-utils": "4.0.23"
       },
       "engines": {
         "node": ">=18"
@@ -109,7 +109,7 @@
     },
     "node_modules/@ai-sdk/provider": {
       "version": "3.0.8",
-      "resolved": "http://localhost:4873/@ai-sdk/provider/-/provider-3.0.8.tgz",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-3.0.8.tgz",
       "integrity": "sha512-oGMAgGoQdBXbZqNG0Ze56CHjDZ1IDYOwGYxYjO5KLSlz5HiNQ9udIXsPZ61VWaHGZ5XW/jyjmr6t2xz2jGVwbQ==",
       "license": "Apache-2.0",
       "dependencies": {
@@ -120,9 +120,9 @@
       }
     },
     "node_modules/@ai-sdk/provider-utils": {
-      "version": "4.0.19",
-      "resolved": "http://localhost:4873/@ai-sdk/provider-utils/-/provider-utils-4.0.19.tgz",
-      "integrity": "sha512-3eG55CrSWCu2SXlqq2QCsFjo3+E7+Gmg7i/oRVoSZzIodTuDSfLb3MRje67xE9RFea73Zao7Lm4mADIfUETKGg==",
+      "version": "4.0.23",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-4.0.23.tgz",
+      "integrity": "sha512-z8GlDaCmRSDlqkMF2f4/RFgWxdarvIbyuk+m6WXT1LYgsnGiXRJGTD2Z1+SDl3LqtFuRtGX1aghYvQLoHL/9pg==",
       "license": "Apache-2.0",
       "dependencies": {
         "@ai-sdk/provider": "3.0.8",
@@ -137,16 +137,16 @@
       }
     },
     "node_modules/@angular-devkit/core": {
-      "version": "19.2.19",
-      "resolved": "http://localhost:4873/@angular-devkit/core/-/core-19.2.19.tgz",
-      "integrity": "sha512-JbLL+4IMLMBgjLZlnPG4lYDfz4zGrJ/s6Aoon321NJKuw1Kb1k5KpFu9dUY0BqLIe8xPQ2UJBpI+xXdK5MXMHQ==",
+      "version": "19.2.23",
+      "resolved": "https://registry.npmjs.org/@angular-devkit/core/-/core-19.2.23.tgz",
+      "integrity": "sha512-RazHPQkUEsNU/OZ75w9UeHxGFMthRiuAW2B/uA7eXExBj/1meHrrBfoCA56ujW2GUxVjRtSrMjylKh4R4meiYA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "ajv": "8.17.1",
+        "ajv": "8.18.0",
         "ajv-formats": "3.0.1",
         "jsonc-parser": "3.3.1",
-        "picomatch": "4.0.2",
+        "picomatch": "4.0.4",
         "rxjs": "7.8.1",
         "source-map": "0.7.4"
       },
@@ -165,9 +165,9 @@
       }
     },
     "node_modules/@angular-devkit/core/node_modules/ajv": {
-      "version": "8.17.1",
-      "resolved": "http://localhost:4873/ajv/-/ajv-8.17.1.tgz",
-      "integrity": "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g==",
+      "version": "8.18.0",
+      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.18.0.tgz",
+      "integrity": "sha512-PlXPeEWMXMZ7sPYOHqmDyCJzcfNrUr3fGNKtezX14ykXOEIvyK81d+qydx89KY5O71FKMPaQ2vBfBFI5NHR63A==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -183,14 +183,14 @@
     },
     "node_modules/@angular-devkit/core/node_modules/json-schema-traverse": {
       "version": "1.0.0",
-      "resolved": "http://localhost:4873/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
+      "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
       "integrity": "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/@angular-devkit/core/node_modules/rxjs": {
       "version": "7.8.1",
-      "resolved": "http://localhost:4873/rxjs/-/rxjs-7.8.1.tgz",
+      "resolved": "https://registry.npmjs.org/rxjs/-/rxjs-7.8.1.tgz",
       "integrity": "sha512-AA3TVj+0A2iuIoQkWEK/tqFjBq2j+6PO6Y0zJcvzLAFhEFIO3HL0vls9hWLncZbAAbK0mar7oZ4V079I/qPMxg==",
       "dev": true,
       "license": "Apache-2.0",
@@ -199,13 +199,13 @@
       }
     },
     "node_modules/@angular-devkit/schematics": {
-      "version": "19.2.19",
-      "resolved": "http://localhost:4873/@angular-devkit/schematics/-/schematics-19.2.19.tgz",
-      "integrity": "sha512-J4Jarr0SohdrHcb40gTL4wGPCQ952IMWF1G/MSAQfBAPvA9ZKApYhpxcY7PmehVePve+ujpus1dGsJ7dPxz8Kg==",
+      "version": "19.2.23",
+      "resolved": "https://registry.npmjs.org/@angular-devkit/schematics/-/schematics-19.2.23.tgz",
+      "integrity": "sha512-Jzs7YM4X6azmHU7Mw5tQSPMuvaqYS8SLnZOJbtiXCy1JyuW9bm/WBBecNHMiuZ8LHXKhvQ6AVX1tKrzF6uiDmw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@angular-devkit/core": "19.2.19",
+        "@angular-devkit/core": "19.2.23",
         "jsonc-parser": "3.3.1",
         "magic-string": "0.30.17",
         "ora": "5.4.1",
@@ -218,14 +218,14 @@
       }
     },
     "node_modules/@angular-devkit/schematics-cli": {
-      "version": "19.2.19",
-      "resolved": "http://localhost:4873/@angular-devkit/schematics-cli/-/schematics-cli-19.2.19.tgz",
-      "integrity": "sha512-7q9UY6HK6sccL9F3cqGRUwKhM7b/XfD2YcVaZ2WD7VMaRlRm85v6mRjSrfKIAwxcQU0UK27kMc79NIIqaHjzxA==",
+      "version": "19.2.23",
+      "resolved": "https://registry.npmjs.org/@angular-devkit/schematics-cli/-/schematics-cli-19.2.23.tgz",
+      "integrity": "sha512-M8g7Gu3Lc5bbzijd2QLcQhfdpfMVE32YXQ6FIkA8x91Kmd2gb8aVvGYPLYUN5619P+ABWhN5Dn2PKuk01zz3vg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@angular-devkit/core": "19.2.19",
-        "@angular-devkit/schematics": "19.2.19",
+        "@angular-devkit/core": "19.2.23",
+        "@angular-devkit/schematics": "19.2.23",
         "@inquirer/prompts": "7.3.2",
         "ansi-colors": "4.1.3",
         "symbol-observable": "4.0.0",
@@ -242,7 +242,7 @@
     },
     "node_modules/@angular-devkit/schematics-cli/node_modules/@inquirer/prompts": {
       "version": "7.3.2",
-      "resolved": "http://localhost:4873/@inquirer/prompts/-/prompts-7.3.2.tgz",
+      "resolved": "https://registry.npmjs.org/@inquirer/prompts/-/prompts-7.3.2.tgz",
       "integrity": "sha512-G1ytyOoHh5BphmEBxSwALin3n1KGNYB6yImbICcRQdzXfOGbuJ9Jske/Of5Sebk339NSGGNfUshnzK8YWkTPsQ==",
       "dev": true,
       "license": "MIT",
@@ -272,7 +272,7 @@
     },
     "node_modules/@angular-devkit/schematics/node_modules/rxjs": {
       "version": "7.8.1",
-      "resolved": "http://localhost:4873/rxjs/-/rxjs-7.8.1.tgz",
+      "resolved": "https://registry.npmjs.org/rxjs/-/rxjs-7.8.1.tgz",
       "integrity": "sha512-AA3TVj+0A2iuIoQkWEK/tqFjBq2j+6PO6Y0zJcvzLAFhEFIO3HL0vls9hWLncZbAAbK0mar7oZ4V079I/qPMxg==",
       "dev": true,
       "license": "Apache-2.0",
@@ -282,7 +282,7 @@
     },
     "node_modules/@babel/code-frame": {
       "version": "7.29.0",
-      "resolved": "http://localhost:4873/@babel/code-frame/-/code-frame-7.29.0.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.29.0.tgz",
       "integrity": "sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==",
       "dev": true,
       "license": "MIT",
@@ -297,7 +297,7 @@
     },
     "node_modules/@babel/compat-data": {
       "version": "7.29.0",
-      "resolved": "http://localhost:4873/@babel/compat-data/-/compat-data-7.29.0.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.0.tgz",
       "integrity": "sha512-T1NCJqT/j9+cn8fvkt7jtwbLBfLC/1y1c7NtCeXFRgzGTsafi68MRv8yzkYSapBnFA6L3U2VSc02ciDzoAJhJg==",
       "dev": true,
       "license": "MIT",
@@ -307,7 +307,7 @@
     },
     "node_modules/@babel/core": {
       "version": "7.29.0",
-      "resolved": "http://localhost:4873/@babel/core/-/core-7.29.0.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.0.tgz",
       "integrity": "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA==",
       "dev": true,
       "license": "MIT",
@@ -338,7 +338,7 @@
     },
     "node_modules/@babel/core/node_modules/semver": {
       "version": "6.3.1",
-      "resolved": "http://localhost:4873/semver/-/semver-6.3.1.tgz",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
       "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
       "dev": true,
       "license": "ISC",
@@ -348,7 +348,7 @@
     },
     "node_modules/@babel/generator": {
       "version": "7.29.1",
-      "resolved": "http://localhost:4873/@babel/generator/-/generator-7.29.1.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.29.1.tgz",
       "integrity": "sha512-qsaF+9Qcm2Qv8SRIMMscAvG4O3lJ0F1GuMo5HR/Bp02LopNgnZBC/EkbevHFeGs4ls/oPz9v+Bsmzbkbe+0dUw==",
       "dev": true,
       "license": "MIT",
@@ -365,7 +365,7 @@
     },
     "node_modules/@babel/helper-compilation-targets": {
       "version": "7.28.6",
-      "resolved": "http://localhost:4873/@babel/helper-compilation-targets/-/helper-compilation-targets-7.28.6.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.28.6.tgz",
       "integrity": "sha512-JYtls3hqi15fcx5GaSNL7SCTJ2MNmjrkHXg4FSpOA/grxK8KwyZ5bubHsCq8FXCkua6xhuaaBit+3b7+VZRfcA==",
       "dev": true,
       "license": "MIT",
@@ -382,7 +382,7 @@
     },
     "node_modules/@babel/helper-compilation-targets/node_modules/semver": {
       "version": "6.3.1",
-      "resolved": "http://localhost:4873/semver/-/semver-6.3.1.tgz",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
       "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
       "dev": true,
       "license": "ISC",
@@ -392,7 +392,7 @@
     },
     "node_modules/@babel/helper-globals": {
       "version": "7.28.0",
-      "resolved": "http://localhost:4873/@babel/helper-globals/-/helper-globals-7.28.0.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-globals/-/helper-globals-7.28.0.tgz",
       "integrity": "sha512-+W6cISkXFa1jXsDEdYA8HeevQT/FULhxzR99pxphltZcVaugps53THCeiWA8SguxxpSp3gKPiuYfSWopkLQ4hw==",
       "dev": true,
       "license": "MIT",
@@ -402,7 +402,7 @@
     },
     "node_modules/@babel/helper-module-imports": {
       "version": "7.28.6",
-      "resolved": "http://localhost:4873/@babel/helper-module-imports/-/helper-module-imports-7.28.6.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.28.6.tgz",
       "integrity": "sha512-l5XkZK7r7wa9LucGw9LwZyyCUscb4x37JWTPz7swwFE/0FMQAGpiWUZn8u9DzkSBWEcK25jmvubfpw2dnAMdbw==",
       "dev": true,
       "license": "MIT",
@@ -416,7 +416,7 @@
     },
     "node_modules/@babel/helper-module-transforms": {
       "version": "7.28.6",
-      "resolved": "http://localhost:4873/@babel/helper-module-transforms/-/helper-module-transforms-7.28.6.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-module-transforms/-/helper-module-transforms-7.28.6.tgz",
       "integrity": "sha512-67oXFAYr2cDLDVGLXTEABjdBJZ6drElUSI7WKp70NrpyISso3plG9SAGEF6y7zbha/wOzUByWWTJvEDVNIUGcA==",
       "dev": true,
       "license": "MIT",
@@ -434,7 +434,7 @@
     },
     "node_modules/@babel/helper-plugin-utils": {
       "version": "7.28.6",
-      "resolved": "http://localhost:4873/@babel/helper-plugin-utils/-/helper-plugin-utils-7.28.6.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-plugin-utils/-/helper-plugin-utils-7.28.6.tgz",
       "integrity": "sha512-S9gzZ/bz83GRysI7gAD4wPT/AI3uCnY+9xn+Mx/KPs2JwHJIz1W8PZkg2cqyt3RNOBM8ejcXhV6y8Og7ly/Dug==",
       "dev": true,
       "license": "MIT",
@@ -444,7 +444,7 @@
     },
     "node_modules/@babel/helper-string-parser": {
       "version": "7.27.1",
-      "resolved": "http://localhost:4873/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
       "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
       "dev": true,
       "license": "MIT",
@@ -454,7 +454,7 @@
     },
     "node_modules/@babel/helper-validator-identifier": {
       "version": "7.28.5",
-      "resolved": "http://localhost:4873/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
       "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==",
       "dev": true,
       "license": "MIT",
@@ -464,7 +464,7 @@
     },
     "node_modules/@babel/helper-validator-option": {
       "version": "7.27.1",
-      "resolved": "http://localhost:4873/@babel/helper-validator-option/-/helper-validator-option-7.27.1.tgz",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-option/-/helper-validator-option-7.27.1.tgz",
       "integrity": "sha512-YvjJow9FxbhFFKDSuFnVCe2WxXk1zWc22fFePVNEaWJEu8IrZVlda6N0uHwzZrUM1il7NC9Mlp4MaJYbYd9JSg==",
       "dev": true,
       "license": "MIT",
@@ -474,7 +474,7 @@
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@@ -13926,7 +13681,7 @@
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-      "resolved": "http://localhost:4873/walker/-/walker-1.0.8.tgz",
+      "resolved": "https://registry.npmjs.org/walker/-/walker-1.0.8.tgz",
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@@ -13936,7 +13691,7 @@
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-      "resolved": "http://localhost:4873/watchpack/-/watchpack-2.5.1.tgz",
+      "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.5.1.tgz",
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@@ -13950,7 +13705,7 @@
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     "node_modules/wcwidth": {
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-      "resolved": "http://localhost:4873/wcwidth/-/wcwidth-1.0.1.tgz",
+      "resolved": "https://registry.npmjs.org/wcwidth/-/wcwidth-1.0.1.tgz",
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@@ -13960,7 +13715,7 @@
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-      "resolved": "http://localhost:4873/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
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@@ -13969,11 +13724,10 @@
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       "version": "5.105.4",
-      "resolved": "http://localhost:4873/webpack/-/webpack-5.105.4.tgz",
+      "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.105.4.tgz",
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@@ -14019,7 +13773,7 @@
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       "version": "3.0.0",
-      "resolved": "http://localhost:4873/webpack-node-externals/-/webpack-node-externals-3.0.0.tgz",
+      "resolved": "https://registry.npmjs.org/webpack-node-externals/-/webpack-node-externals-3.0.0.tgz",
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@@ -14029,7 +13783,7 @@
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-      "resolved": "http://localhost:4873/webpack-sources/-/webpack-sources-3.3.4.tgz",
+      "resolved": "https://registry.npmjs.org/webpack-sources/-/webpack-sources-3.3.4.tgz",
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@@ -14039,11 +13793,10 @@
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     "node_modules/webpack/node_modules/ajv": {
       "version": "8.18.0",
-      "resolved": "http://localhost:4873/ajv/-/ajv-8.18.0.tgz",
+      "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.18.0.tgz",
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-      "peer": true,
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@@ -14057,11 +13810,10 @@
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       "version": "2.1.1",
-      "resolved": "http://localhost:4873/ajv-formats/-/ajv-formats-2.1.1.tgz",
+      "resolved": "https://registry.npmjs.org/ajv-formats/-/ajv-formats-2.1.1.tgz",
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-      "peer": true,
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@@ -14076,11 +13828,10 @@
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       "version": "5.1.0",
-      "resolved": "http://localhost:4873/ajv-keywords/-/ajv-keywords-5.1.0.tgz",
+      "resolved": "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-5.1.0.tgz",
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-      "peer": true,
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@@ -14090,11 +13841,10 @@
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     "node_modules/webpack/node_modules/eslint-scope": {
       "version": "5.1.1",
-      "resolved": "http://localhost:4873/eslint-scope/-/eslint-scope-5.1.1.tgz",
+      "resolved": "https://registry.npmjs.org/eslint-scope/-/eslint-scope-5.1.1.tgz",
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         "estraverse": "^4.1.1"
@@ -14105,41 +13855,37 @@
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     "node_modules/webpack/node_modules/estraverse": {
       "version": "4.3.0",
-      "resolved": "http://localhost:4873/estraverse/-/estraverse-4.3.0.tgz",
+      "resolved": "https://registry.npmjs.org/estraverse/-/estraverse-4.3.0.tgz",
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       "dev": true,
       "license": "BSD-2-Clause",
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       }
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     "node_modules/webpack/node_modules/json-schema-traverse": {
       "version": "1.0.0",
-      "resolved": "http://localhost:4873/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
+      "resolved": "https://registry.npmjs.org/json-schema-traverse/-/json-schema-traverse-1.0.0.tgz",
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       "dev": true,
-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
     },
     "node_modules/webpack/node_modules/mime-db": {
       "version": "1.52.0",
-      "resolved": "http://localhost:4873/mime-db/-/mime-db-1.52.0.tgz",
+      "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.52.0.tgz",
       "integrity": "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">= 0.6"
       }
     },
     "node_modules/webpack/node_modules/mime-types": {
       "version": "2.1.35",
-      "resolved": "http://localhost:4873/mime-types/-/mime-types-2.1.35.tgz",
+      "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-2.1.35.tgz",
       "integrity": "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "mime-db": "1.52.0"
       },
@@ -14149,11 +13895,10 @@
     },
     "node_modules/webpack/node_modules/schema-utils": {
       "version": "4.3.3",
-      "resolved": "http://localhost:4873/schema-utils/-/schema-utils-4.3.3.tgz",
+      "resolved": "https://registry.npmjs.org/schema-utils/-/schema-utils-4.3.3.tgz",
       "integrity": "sha512-eflK8wEtyOE6+hsaRVPxvUKYCpRgzLqDTb8krvAsRIwOGlHoSgYLgBXoubGgLd2fT41/OUYdb48v4k4WWHQurA==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@types/json-schema": "^7.0.9",
         "ajv": "^8.9.0",
@@ -14170,7 +13915,7 @@
     },
     "node_modules/which": {
       "version": "2.0.2",
-      "resolved": "http://localhost:4873/which/-/which-2.0.2.tgz",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
       "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
       "dev": true,
       "license": "ISC",
@@ -14186,7 +13931,7 @@
     },
     "node_modules/word-wrap": {
       "version": "1.2.5",
-      "resolved": "http://localhost:4873/word-wrap/-/word-wrap-1.2.5.tgz",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
       "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
       "dev": true,
       "license": "MIT",
@@ -14196,14 +13941,14 @@
     },
     "node_modules/wordwrap": {
       "version": "1.0.0",
-      "resolved": "http://localhost:4873/wordwrap/-/wordwrap-1.0.0.tgz",
+      "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-1.0.0.tgz",
       "integrity": "sha512-gvVzJFlPycKc5dZN4yPkP8w7Dc37BtP1yczEneOb4uq34pXZcvrtRTmWV8W+Ume+XCxKgbjM+nevkyFPMybd4Q==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/wrap-ansi": {
       "version": "6.2.0",
-      "resolved": "http://localhost:4873/wrap-ansi/-/wrap-ansi-6.2.0.tgz",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-6.2.0.tgz",
       "integrity": "sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA==",
       "dev": true,
       "license": "MIT",
@@ -14219,7 +13964,7 @@
     "node_modules/wrap-ansi-cjs": {
       "name": "wrap-ansi",
       "version": "7.0.0",
-      "resolved": "http://localhost:4873/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
       "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
       "dev": true,
       "license": "MIT",
@@ -14237,13 +13982,13 @@
     },
     "node_modules/wrappy": {
       "version": "1.0.2",
-      "resolved": "http://localhost:4873/wrappy/-/wrappy-1.0.2.tgz",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
       "license": "ISC"
     },
     "node_modules/write-file-atomic": {
       "version": "5.0.1",
-      "resolved": "http://localhost:4873/write-file-atomic/-/write-file-atomic-5.0.1.tgz",
+      "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-5.0.1.tgz",
       "integrity": "sha512-+QU2zd6OTD8XWIJCbffaiQeH9U73qIqafo1x6V1snCWYGJf6cVE0cDR4D8xRzcEnfI21IFrUPzPGtcPf8AC+Rw==",
       "dev": true,
       "license": "ISC",
@@ -14256,9 +14001,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.18.3",
-      "resolved": "http://localhost:4873/ws/-/ws-8.18.3.tgz",
-      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
+      "version": "8.20.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.20.0.tgz",
+      "integrity": "sha512-sAt8BhgNbzCtgGbt2OxmpuryO63ZoDk/sqaB/znQm94T4fCEsy/yV+7CdC1kJhOU9lboAEU7R3kquuycDoibVA==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
@@ -14278,7 +14023,7 @@
     },
     "node_modules/y18n": {
       "version": "5.0.8",
-      "resolved": "http://localhost:4873/y18n/-/y18n-5.0.8.tgz",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
       "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
       "dev": true,
       "license": "ISC",
@@ -14288,14 +14033,14 @@
     },
     "node_modules/yallist": {
       "version": "3.1.1",
-      "resolved": "http://localhost:4873/yallist/-/yallist-3.1.1.tgz",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
       "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
       "dev": true,
       "license": "ISC"
     },
     "node_modules/yargs": {
       "version": "17.7.2",
-      "resolved": "http://localhost:4873/yargs/-/yargs-17.7.2.tgz",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
       "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
       "dev": true,
       "license": "MIT",
@@ -14314,7 +14059,7 @@
     },
     "node_modules/yargs-parser": {
       "version": "21.1.1",
-      "resolved": "http://localhost:4873/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
       "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
       "dev": true,
       "license": "ISC",
@@ -14324,7 +14069,7 @@
     },
     "node_modules/yn": {
       "version": "3.1.1",
-      "resolved": "http://localhost:4873/yn/-/yn-3.1.1.tgz",
+      "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
       "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
       "dev": true,
       "license": "MIT",
@@ -14334,7 +14079,7 @@
     },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
-      "resolved": "http://localhost:4873/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
       "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
       "dev": true,
       "license": "MIT",
@@ -14347,7 +14092,7 @@
     },
     "node_modules/yoctocolors-cjs": {
       "version": "2.1.3",
-      "resolved": "http://localhost:4873/yoctocolors-cjs/-/yoctocolors-cjs-2.1.3.tgz",
+      "resolved": "https://registry.npmjs.org/yoctocolors-cjs/-/yoctocolors-cjs-2.1.3.tgz",
       "integrity": "sha512-U/PBtDf35ff0D8X8D0jfdzHYEPFxAI7jJlxZXwCSez5M3190m+QobIfh+sWDWSHMCWWJN2AWamkegn6vr6YBTw==",
       "dev": true,
       "license": "MIT",
@@ -14360,7 +14105,7 @@
     },
     "node_modules/zod": {
       "version": "4.3.6",
-      "resolved": "http://localhost:4873/zod/-/zod-4.3.6.tgz",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
       "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
       "license": "MIT",
       "funding": {
@@ -14368,12 +14113,12 @@
       }
     },
     "node_modules/zod-to-json-schema": {
-      "version": "3.25.1",
-      "resolved": "http://localhost:4873/zod-to-json-schema/-/zod-to-json-schema-3.25.1.tgz",
-      "integrity": "sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA==",
+      "version": "3.25.2",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.25.2.tgz",
+      "integrity": "sha512-O/PgfnpT1xKSDeQYSCfRI5Gy3hPf91mKVDuYLUHZJMiDFptvP41MSnWofm8dnCm0256ZNfZIM7DSzuSMAFnjHA==",
       "license": "ISC",
       "peerDependencies": {
-        "zod": "^3.25 || ^4"
+        "zod": "^3.25.28 || ^4"
       }
     }
   }
diff --git a/src/ai/ai-chat.controller.ts b/src/ai/ai-chat.controller.ts
index 4cec388..639f896 100644
--- a/src/ai/ai-chat.controller.ts
+++ b/src/ai/ai-chat.controller.ts
@@ -7,6 +7,7 @@ import { z } from 'zod';
 import { PlatformGraphqlService } from '../platform/platform-graphql.service';
 import { createAiModel, isAiConfigured } from './ai-provider';
 import { AiConfigService } from '../config/ai-config.service';
+import { DOCTOR_VISIT_SLOTS_FRAGMENT, normalizeDoctors } from '../shared/doctor-utils';
 
 type ChatRequest = {
     message: string;
@@ -126,7 +127,13 @@ export class AiChatController {
                             undefined, auth,
                         ),
                         platformService.queryWithAuth<any>(
-                            `{ agents(first: 20) { edges { node { id name ozonetelagentid npsscore maxidleminutes minnpsthreshold minconversionpercent } } } }`,
+                            // Field names are label-derived camelCase on the
+                            // current platform schema. The legacy lowercase
+                            // names (ozonetelagentid etc.) only still exist on
+                            // staging workspaces that were synced from an
+                            // older SDK. See agent-config.service.ts for the
+                            // canonical explanation.
+                            `{ agents(first: 20) { edges { node { id name ozonetelAgentId npsScore maxIdleMinutes minNpsThreshold minConversion } } } }`,
                             undefined, auth,
                         ),
                         platformService.queryWithAuth<any>(
@@ -143,7 +150,7 @@ export class AiChatController {
                     const agentMetrics = agents
                         .filter((a: any) => !agentName || a.name.toLowerCase().includes(agentName.toLowerCase()))
                         .map((agent: any) => {
-                            const agentCalls = calls.filter((c: any) => c.agentName === agent.name || c.agentName === agent.ozonetelagentid);
+                            const agentCalls = calls.filter((c: any) => c.agentName === agent.name || c.agentName === agent.ozonetelAgentId);
                             const totalCalls = agentCalls.length;
                             const missed = agentCalls.filter((c: any) => c.callStatus === 'MISSED').length;
                             const completed = agentCalls.filter((c: any) => c.callStatus === 'COMPLETED').length;
@@ -162,12 +169,12 @@ export class AiChatController {
                                 conversionRate: `${conversionRate}%`,
                                 assignedLeads: agentLeads.length,
                                 pendingFollowUps,
-                                npsScore: agent.npsscore,
-                                maxIdleMinutes: agent.maxidleminutes,
-                                minNpsThreshold: agent.minnpsthreshold,
-                                minConversionPercent: agent.minconversionpercent,
-                                belowNpsThreshold: agent.minnpsthreshold && (agent.npsscore ?? 100) < agent.minnpsthreshold,
-                                belowConversionThreshold: agent.minconversionpercent && conversionRate < agent.minconversionpercent,
+                                npsScore: agent.npsScore,
+                                maxIdleMinutes: agent.maxIdleMinutes,
+                                minNpsThreshold: agent.minNpsThreshold,
+                                minConversionPercent: agent.minConversion,
+                                belowNpsThreshold: agent.minNpsThreshold && (agent.npsScore ?? 100) < agent.minNpsThreshold,
+                                belowConversionThreshold: agent.minConversion && conversionRate < agent.minConversion,
                             };
                         });
 
@@ -350,13 +357,13 @@ export class AiChatController {
                         const data = await platformService.queryWithAuth<any>(
                             `{ doctors(first: 10) { edges { node {
                                 id fullName { firstName lastName }
-                                department specialty visitingHours
+                                department specialty
                                 consultationFeeNew { amountMicros currencyCode }
-                                clinic { clinicName }
+                                ${DOCTOR_VISIT_SLOTS_FRAGMENT}
                             } } } }`,
                             undefined, auth,
                         );
-                        const doctors = data.doctors.edges.map((e: any) => e.node);
+                        const doctors = normalizeDoctors(data.doctors.edges.map((e: any) => e.node));
                         // Strip "Dr." prefix and search flexibly
                         const search = doctorName.toLowerCase().replace(/^dr\.?\s*/i, '').trim();
                         const searchWords = search.split(/\s+/);
@@ -562,25 +569,28 @@ export class AiChatController {
         try {
             const docData = await this.platform.queryWithAuth<any>(
                 `{ doctors(first: 20) { edges { node {
-                    fullName { firstName lastName } department specialty visitingHours
+                    id fullName { firstName lastName } department specialty
                     consultationFeeNew { amountMicros currencyCode }
-                    clinic { clinicName }
+                    ${DOCTOR_VISIT_SLOTS_FRAGMENT}
                 } } } }`,
                 undefined, auth,
             );
-            const doctors = docData.doctors.edges.map((e: any) => e.node);
+            const doctors = normalizeDoctors(docData.doctors.edges.map((e: any) => e.node));
             if (doctors.length) {
                 sections.push('\n## DOCTORS');
                 for (const d of doctors) {
                     const name = `Dr. ${d.fullName?.firstName ?? ''} ${d.fullName?.lastName ?? ''}`.trim();
                     const fee = d.consultationFeeNew ? `₹${d.consultationFeeNew.amountMicros / 1_000_000}` : '';
-                    const clinic = d.clinic?.clinicName ?? '';
+                    // List ALL clinics this doctor visits in the KB so
+                    // the AI can answer questions like "where can I see
+                    // Dr. X" without needing a follow-up tool call.
+                    const clinics = d.clinics.map((c) => c.clinicName).join(', ');
                     sections.push(`### ${name}`);
                     sections.push(`  Department: ${d.department ?? 'N/A'}`);
                     sections.push(`  Specialty: ${d.specialty ?? 'N/A'}`);
                     if (d.visitingHours) sections.push(`  Hours: ${d.visitingHours}`);
                     if (fee) sections.push(`  Consultation fee: ${fee}`);
-                    if (clinic) sections.push(`  Clinic: ${clinic}`);
+                    if (clinics) sections.push(`  Clinics: ${clinics}`);
                 }
             }
         } catch (err) {
@@ -651,24 +661,15 @@ export class AiChatController {
     }
 
     private buildSupervisorSystemPrompt(): string {
-        return `You are an AI assistant for supervisors at Global Hospital's call center (Helix Engage).
-You help supervisors monitor team performance, identify issues, and make data-driven decisions.
+        return this.aiConfig.renderPrompt('supervisorChat', {
+            hospitalName: this.getHospitalName(),
+        });
+    }
 
-## YOUR CAPABILITIES
-You have access to tools that query real-time data:
-- **Agent performance**: call counts, conversion rates, NPS scores, idle time, pending follow-ups
-- **Campaign stats**: lead counts, conversion rates per campaign, platform breakdown
-- **Call summary**: total calls, inbound/outbound split, missed call rate, disposition breakdown
-- **SLA breaches**: missed calls that haven't been called back within the SLA threshold
-
-## RULES
-1. ALWAYS use tools to fetch data before answering. NEVER guess or fabricate performance numbers.
-2. Be specific — include actual numbers from the tool response, not vague qualifiers.
-3. When comparing agents, use their configured thresholds (minConversionPercent, minNpsThreshold, maxIdleMinutes) and team averages. Let the data determine who is underperforming — do not assume.
-4. Be concise — supervisors want quick answers. Use bullet points.
-5. When recommending actions, ground them in the data returned by tools.
-6. If asked about trends, use the call summary tool with different periods.
-7. Do not use any agent name in a negative context unless the data explicitly supports it.`;
+    // Best-effort hospital name lookup for the AI prompts. Falls back
+    // to a generic label so prompt rendering never throws.
+    private getHospitalName(): string {
+        return process.env.HOSPITAL_NAME ?? 'the hospital';
     }
 
     private buildRulesSystemPrompt(currentConfig: any): string {
@@ -718,25 +719,10 @@ ${configJson}
     }
 
     private buildSystemPrompt(kb: string): string {
-        return `You are an AI assistant for call center agents at Global Hospital, Bangalore.
-You help agents answer questions about patients, doctors, appointments, clinics, and hospital services during live calls.
-
-IMPORTANT — ANSWER FROM KNOWLEDGE BASE FIRST:
-The knowledge base below contains REAL clinic locations, timings, doctor details, health packages, and insurance partners.
-When asked about clinic timings, locations, doctor availability, packages, or insurance — ALWAYS check the knowledge base FIRST before saying you don't know.
-Example: "What are the Koramangala timings?" → Look for "Koramangala" in the Clinics section below.
-
-RULES:
-1. For patient-specific questions (history, appointments, calls), use the lookup tools. NEVER guess patient data.
-2. For doctor details beyond what's in the KB, use the lookup_doctor tool.
-3. For clinic info, timings, packages, insurance → answer directly from the knowledge base below.
-4. If you truly cannot find the answer in the KB or via tools, say "I couldn't find that in our system."
-5. Be concise — agents are on live calls. Under 100 words unless asked for detail.
-6. NEVER give medical advice, diagnosis, or treatment recommendations.
-7. Format with bullet points for easy scanning.
-
-KNOWLEDGE BASE (this is real data from our system):
-${kb}`;
+        return this.aiConfig.renderPrompt('ccAgentHelper', {
+            hospitalName: this.getHospitalName(),
+            knowledgeBase: kb,
+        });
     }
 
     private async chatWithTools(userMessage: string, auth: string) {
@@ -850,16 +836,15 @@ ${kb}`;
                             `{ doctors(first: 10) { edges { node {
                                 id name fullName { firstName lastName }
                                 department specialty qualifications yearsOfExperience
-                                visitingHours
                                 consultationFeeNew { amountMicros currencyCode }
                                 consultationFeeFollowUp { amountMicros currencyCode }
                                 active registrationNumber
-                                clinic { id name clinicName }
+                                ${DOCTOR_VISIT_SLOTS_FRAGMENT}
                             } } } }`,
                             undefined, auth,
                         );
 
-                        const doctors = data.doctors.edges.map((e: any) => e.node);
+                        const doctors = normalizeDoctors(data.doctors.edges.map((e: any) => e.node));
                         const search = doctorName.toLowerCase();
                         const matched = doctors.filter((d: any) => {
                             const full = `${d.fullName?.firstName ?? ''} ${d.fullName?.lastName ?? ''} ${d.name ?? ''}`.toLowerCase();
@@ -872,7 +857,13 @@ ${kb}`;
                             found: true,
                             doctors: matched.map((d: any) => ({
                                 ...d,
-                                clinicName: d.clinic?.clinicName ?? d.clinic?.name ?? 'N/A',
+                                // Multi-clinic doctors show as
+                                // "Koramangala / Indiranagar" so the
+                                // model has the full picture without
+                                // a follow-up tool call.
+                                clinicName: d.clinics.length > 0
+                                    ? d.clinics.map((c: { clinicName: string }) => c.clinicName).join(' / ')
+                                    : 'N/A',
                                 feeNewFormatted: d.consultationFeeNew ? `₹${d.consultationFeeNew.amountMicros / 1_000_000}` : 'N/A',
                                 feeFollowUpFormatted: d.consultationFeeFollowUp ? `₹${d.consultationFeeFollowUp.amountMicros / 1_000_000}` : 'N/A',
                             })),
@@ -896,13 +887,13 @@ ${kb}`;
         try {
             const doctors = await this.platform.queryWithAuth<any>(
                 `{ doctors(first: 10) { edges { node {
-                    name fullName { firstName lastName } department specialty visitingHours
+                    id name fullName { firstName lastName } department specialty
                     consultationFeeNew { amountMicros currencyCode }
-                    clinic { name clinicName }
+                    ${DOCTOR_VISIT_SLOTS_FRAGMENT}
                 } } } }`,
                 undefined, auth,
             );
-            const docs = doctors.doctors.edges.map((e: any) => e.node);
+            const docs = normalizeDoctors(doctors.doctors.edges.map((e: any) => e.node));
             const l = msg.toLowerCase();
 
             const matchedDoc = docs.find((d: any) => {
@@ -912,7 +903,7 @@ ${kb}`;
             if (matchedDoc) {
                 const fee = matchedDoc.consultationFeeNew ? `₹${matchedDoc.consultationFeeNew.amountMicros / 1_000_000}` : '';
                 const clinic = matchedDoc.clinic?.clinicName ?? '';
-                return `Dr. ${matchedDoc.fullName?.lastName ?? matchedDoc.name} (${matchedDoc.department ?? matchedDoc.specialty}): ${matchedDoc.visitingHours ?? 'hours not set'}${clinic ? ` at ${clinic}` : ''}${fee ? `. Fee: ${fee}` : ''}.`;
+                return `Dr. ${matchedDoc.fullName?.lastName ?? matchedDoc.name} (${matchedDoc.department ?? matchedDoc.specialty}): ${matchedDoc.visitingHours || 'hours not set'}${clinic ? ` at ${clinic}` : ''}${fee ? `. Fee: ${fee}` : ''}.`;
             }
 
             if (l.includes('doctor') || l.includes('available')) {
diff --git a/src/ai/ai-enrichment.service.ts b/src/ai/ai-enrichment.service.ts
index a7ab5aa..10279c6 100644
--- a/src/ai/ai-enrichment.service.ts
+++ b/src/ai/ai-enrichment.service.ts
@@ -66,19 +66,15 @@ export class AiEnrichmentService {
             const { object } = await generateObject({
                 model: this.aiModel!,
                 schema: enrichmentSchema,
-                prompt: `You are an AI assistant for a hospital call center.
-An inbound call is coming in from a lead. Summarize their history and suggest what the call center agent should do.
-
-Lead details:
-- Name: ${lead.firstName ?? 'Unknown'} ${lead.lastName ?? ''}
-- Source: ${lead.leadSource ?? 'Unknown'}
-- Interested in: ${lead.interestedService ?? 'Unknown'}
-- Current status: ${lead.leadStatus ?? 'Unknown'}
-- Lead age: ${daysSince} days
-- Contact attempts: ${lead.contactAttempts ?? 0}
-
-Recent activity:
-${activitiesText}`,
+                prompt: this.aiConfig.renderPrompt('leadEnrichment', {
+                    leadName: `${lead.firstName ?? 'Unknown'} ${lead.lastName ?? ''}`.trim(),
+                    leadSource: lead.leadSource ?? 'Unknown',
+                    interestedService: lead.interestedService ?? 'Unknown',
+                    leadStatus: lead.leadStatus ?? 'Unknown',
+                    daysSince,
+                    contactAttempts: lead.contactAttempts ?? 0,
+                    activities: activitiesText,
+                }),
             });
 
             this.logger.log(`AI enrichment generated for lead ${lead.firstName} ${lead.lastName}`);
diff --git a/src/app.module.ts b/src/app.module.ts
index 8a556a6..bc0c34b 100644
--- a/src/app.module.ts
+++ b/src/app.module.ts
@@ -20,6 +20,7 @@ import { CallerResolutionModule } from './caller/caller-resolution.module';
 import { RulesEngineModule } from './rules-engine/rules-engine.module';
 import { ConfigThemeModule } from './config/config-theme.module';
 import { WidgetModule } from './widget/widget.module';
+import { TeamModule } from './team/team.module';
 
 @Module({
     imports: [
@@ -46,6 +47,7 @@ import { WidgetModule } from './widget/widget.module';
         RulesEngineModule,
         ConfigThemeModule,
         WidgetModule,
+        TeamModule,
     ],
 })
 export class AppModule {}
diff --git a/src/auth/agent-config.service.ts b/src/auth/agent-config.service.ts
index 3661f76..965d84a 100644
--- a/src/auth/agent-config.service.ts
+++ b/src/auth/agent-config.service.ts
@@ -37,22 +37,29 @@ export class AgentConfigService {
         if (cached) return cached;
 
         try {
+            // Note: platform GraphQL field names are derived from the SDK
+            // `label`, not `name` — so the filter/column is
+            // `workspaceMemberId` and the SIP fields are camelCase. The
+            // legacy staging workspace was synced from an older SDK that
+            // exposed `wsmemberId`/`ozonetelagentid`/etc., but any fresh
+            // sync (and all new hospitals going forward) uses these
+            // label-derived names. Re-sync staging if it drifts.
             const data = await this.platform.query<any>(
-                `{ agents(first: 1, filter: { wsmemberId: { eq: "${memberId}" } }) { edges { node {
-                    id ozonetelagentid sipextension sippassword campaignname
+                `{ agents(first: 1, filter: { workspaceMemberId: { eq: "${memberId}" } }) { edges { node {
+                    id ozonetelAgentId sipExtension sipPassword campaignName
                 } } } }`,
             );
 
             const node = data?.agents?.edges?.[0]?.node;
-            if (!node || !node.ozonetelagentid || !node.sipextension) return null;
+            if (!node || !node.ozonetelAgentId || !node.sipExtension) return null;
 
             const agentConfig: AgentConfig = {
                 id: node.id,
-                ozonetelAgentId: node.ozonetelagentid,
-                sipExtension: node.sipextension,
-                sipPassword: node.sippassword ?? node.sipextension,
-                campaignName: node.campaignname ?? this.defaultCampaignName,
-                sipUri: `sip:${node.sipextension}@${this.sipDomain}`,
+                ozonetelAgentId: node.ozonetelAgentId,
+                sipExtension: node.sipExtension,
+                sipPassword: node.sipPassword ?? node.sipExtension,
+                campaignName: node.campaignName ?? this.defaultCampaignName,
+                sipUri: `sip:${node.sipExtension}@${this.sipDomain}`,
                 sipWsServer: `wss://${this.sipDomain}:${this.sipWsPort}`,
             };
 
diff --git a/src/auth/session.service.ts b/src/auth/session.service.ts
index 2cac038..02ae34a 100644
--- a/src/auth/session.service.ts
+++ b/src/auth/session.service.ts
@@ -1,19 +1,23 @@
-import { Injectable, Logger, OnModuleInit } from '@nestjs/common';
+import { Injectable, Logger } from '@nestjs/common';
 import { ConfigService } from '@nestjs/config';
 import Redis from 'ioredis';
 
 const SESSION_TTL = 3600; // 1 hour
 
 @Injectable()
-export class SessionService implements OnModuleInit {
+export class SessionService {
     private readonly logger = new Logger(SessionService.name);
-    private redis: Redis;
+    private readonly redis: Redis;
 
-    constructor(private config: ConfigService) {}
-
-    onModuleInit() {
+    // Redis client is constructed eagerly (not in onModuleInit) so
+    // other services can call cache methods from THEIR onModuleInit
+    // hooks. NestJS instantiates all providers before running any
+    // onModuleInit callback, so the client is guaranteed ready even
+    // when an earlier-firing module's init path touches the cache
+    // (e.g. WidgetConfigService → WidgetKeysService → setCachePersistent).
+    constructor(private config: ConfigService) {
         const url = this.config.get<string>('redis.url', 'redis://localhost:6379');
-        this.redis = new Redis(url);
+        this.redis = new Redis(url, { lazyConnect: false });
         this.redis.on('connect', () => this.logger.log('Redis connected'));
         this.redis.on('error', (err) => this.logger.error(`Redis error: ${err.message}`));
     }
diff --git a/src/call-assist/call-assist.service.ts b/src/call-assist/call-assist.service.ts
index 82c1eae..06c91ae 100644
--- a/src/call-assist/call-assist.service.ts
+++ b/src/call-assist/call-assist.service.ts
@@ -5,6 +5,7 @@ import { PlatformGraphqlService } from '../platform/platform-graphql.service';
 import { createAiModel } from '../ai/ai-provider';
 import type { LanguageModel } from 'ai';
 import { AiConfigService } from '../config/ai-config.service';
+import { DOCTOR_VISIT_SLOTS_FRAGMENT, normalizeDoctors } from '../shared/doctor-utils';
 
 @Injectable()
 export class CallAssistService {
@@ -81,16 +82,24 @@ export class CallAssistService {
 
             const docResult = await this.platform.queryWithAuth<any>(
                 `{ doctors(first: 20) { edges { node {
-                    fullName { firstName lastName } department specialty clinic { clinicName }
+                    id fullName { firstName lastName } department specialty
+                    ${DOCTOR_VISIT_SLOTS_FRAGMENT}
                 } } } }`,
                 undefined, authHeader,
             );
-            const docs = docResult.doctors.edges.map((e: any) => e.node);
+            const docs = normalizeDoctors(docResult.doctors.edges.map((e: any) => e.node));
             if (docs.length > 0) {
                 parts.push('\nAVAILABLE DOCTORS:');
                 for (const d of docs) {
                     const name = d.fullName ? `Dr. ${d.fullName.firstName} ${d.fullName.lastName}`.trim() : 'Unknown';
-                    parts.push(`- ${name} — ${d.department ?? '?'} — ${d.clinic?.clinicName ?? '?'}`);
+                    // Show all clinics the doctor visits, joined with
+                    // " / " — call assist context is read by the AI
+                    // whisperer so multi-clinic doctors don't get
+                    // truncated to their first location.
+                    const clinicLabel = d.clinics.length > 0
+                        ? d.clinics.map((c) => c.clinicName).join(' / ')
+                        : '?';
+                    parts.push(`- ${name} — ${d.department ?? '?'} — ${clinicLabel}`);
                 }
             }
 
@@ -107,18 +116,10 @@ export class CallAssistService {
         try {
             const { text } = await generateText({
                 model: this.aiModel,
-                system: `You are a real-time call assistant for Global Hospital Bangalore.
-You listen to the customer's words and provide brief, actionable suggestions for the CC agent.
-
-${context}
-
-RULES:
-- Keep suggestions under 2 sentences
-- Focus on actionable next steps the agent should take NOW
-- If customer mentions a doctor or department, suggest available slots
-- If customer wants to cancel or reschedule, note relevant appointment details
-- If customer sounds upset, suggest empathetic response
-- Do NOT repeat what the agent already knows`,
+                system: this.aiConfig.renderPrompt('callAssist', {
+                    hospitalName: process.env.HOSPITAL_NAME ?? 'the hospital',
+                    context,
+                }),
                 prompt: `Conversation transcript so far:\n${transcript}\n\nProvide a brief suggestion for the agent based on what was just said.`,
                 maxOutputTokens: 150,
             });
diff --git a/src/config/ai-config.controller.ts b/src/config/ai-config.controller.ts
index cbb3649..7aee378 100644
--- a/src/config/ai-config.controller.ts
+++ b/src/config/ai-config.controller.ts
@@ -1,12 +1,14 @@
-import { Body, Controller, Get, Logger, Post, Put } from '@nestjs/common';
+import { Body, Controller, Get, Logger, Param, Post, Put } from '@nestjs/common';
 import { AiConfigService } from './ai-config.service';
-import type { AiConfig } from './ai.defaults';
+import type { AiActorKey, AiConfig } from './ai.defaults';
 
 // Mounted under /api/config alongside theme/widget/telephony/setup-state.
 //
-//   GET  /api/config/ai          — full config (no secrets here, all safe to return)
-//   PUT  /api/config/ai          — admin update
-//   POST /api/config/ai/reset    — reset to defaults
+//   GET  /api/config/ai                   — full config (no secrets here, all safe to return)
+//   PUT  /api/config/ai                   — admin update (provider/model/temperature)
+//   POST /api/config/ai/reset             — reset entire config to defaults
+//   PUT  /api/config/ai/prompts/:actor    — update one persona's system prompt template
+//   POST /api/config/ai/prompts/:actor/reset — restore one persona to its default
 @Controller('api/config')
 export class AiConfigController {
     private readonly logger = new Logger(AiConfigController.name);
@@ -29,4 +31,19 @@ export class AiConfigController {
         this.logger.log('AI config reset request');
         return this.ai.resetConfig();
     }
+
+    @Put('ai/prompts/:actor')
+    updatePrompt(
+        @Param('actor') actor: AiActorKey,
+        @Body() body: { template: string; editedBy?: string },
+    ) {
+        this.logger.log(`AI prompt update for actor '${actor}'`);
+        return this.ai.updatePrompt(actor, body.template, body.editedBy ?? null);
+    }
+
+    @Post('ai/prompts/:actor/reset')
+    resetPrompt(@Param('actor') actor: AiActorKey) {
+        this.logger.log(`AI prompt reset for actor '${actor}'`);
+        return this.ai.resetPrompt(actor);
+    }
 }
diff --git a/src/config/ai-config.service.ts b/src/config/ai-config.service.ts
index 89a2f1f..354aca2 100644
--- a/src/config/ai-config.service.ts
+++ b/src/config/ai-config.service.ts
@@ -2,17 +2,22 @@ import { Injectable, Logger, OnModuleInit } from '@nestjs/common';
 import { copyFileSync, existsSync, mkdirSync, readFileSync, writeFileSync } from 'fs';
 import { dirname, join } from 'path';
 import {
+    AI_ACTOR_KEYS,
     AI_ENV_SEEDS,
     DEFAULT_AI_CONFIG,
+    DEFAULT_AI_PROMPTS,
+    type AiActorKey,
     type AiConfig,
+    type AiPromptConfig,
     type AiProvider,
 } from './ai.defaults';
 
 const CONFIG_PATH = join(process.cwd(), 'data', 'ai.json');
 const BACKUP_DIR = join(process.cwd(), 'data', 'ai-backups');
 
-// File-backed AI config — provider, model, temperature, prompt addendum.
-// API keys stay in env. Mirrors TelephonyConfigService.
+// File-backed AI config — provider, model, temperature, and per-actor
+// system prompt templates. API keys stay in env. Mirrors
+// TelephonyConfigService.
 @Injectable()
 export class AiConfigService implements OnModuleInit {
     private readonly logger = new Logger(AiConfigService.name);
@@ -57,6 +62,76 @@ export class AiConfigService implements OnModuleInit {
         return fresh;
     }
 
+    // Update a single actor's prompt template, preserving the audit
+    // trail. Used by the wizard's edit slideout. Validates the actor
+    // key so a typo from a hand-crafted PUT can't write garbage.
+    updatePrompt(actor: AiActorKey, template: string, editedBy: string | null): AiConfig {
+        if (!AI_ACTOR_KEYS.includes(actor)) {
+            throw new Error(`Unknown AI actor: ${actor}`);
+        }
+        const current = this.getConfig();
+        const existing = current.prompts[actor] ?? DEFAULT_AI_PROMPTS[actor];
+        const updatedPrompt: AiPromptConfig = {
+            ...existing,
+            template,
+            lastEditedAt: new Date().toISOString(),
+            lastEditedBy: editedBy,
+        };
+        const merged: AiConfig = {
+            ...current,
+            prompts: { ...current.prompts, [actor]: updatedPrompt },
+            version: (current.version ?? 0) + 1,
+            updatedAt: new Date().toISOString(),
+        };
+        this.backup();
+        this.writeFile(merged);
+        this.cached = merged;
+        this.logger.log(`AI prompt for actor '${actor}' updated to v${merged.version}`);
+        return merged;
+    }
+
+    // Restore a single actor's prompt back to the SDK-shipped default.
+    // Clears the audit fields so it looks "fresh" in the UI.
+    resetPrompt(actor: AiActorKey): AiConfig {
+        if (!AI_ACTOR_KEYS.includes(actor)) {
+            throw new Error(`Unknown AI actor: ${actor}`);
+        }
+        const current = this.getConfig();
+        const fresh: AiPromptConfig = {
+            ...DEFAULT_AI_PROMPTS[actor],
+            lastEditedAt: null,
+            lastEditedBy: null,
+        };
+        const merged: AiConfig = {
+            ...current,
+            prompts: { ...current.prompts, [actor]: fresh },
+            version: (current.version ?? 0) + 1,
+            updatedAt: new Date().toISOString(),
+        };
+        this.backup();
+        this.writeFile(merged);
+        this.cached = merged;
+        this.logger.log(`AI prompt for actor '${actor}' reset to default`);
+        return merged;
+    }
+
+    // Render a prompt with `{{variable}}` substitution. Variables not
+    // present in `vars` are left as-is so a missing fill is loud
+    // (the AI sees `{{leadName}}` literally) rather than silently
+    // dropping the placeholder. Falls back to DEFAULT_AI_PROMPTS if
+    // the actor key is missing from the loaded config (handles old
+    // ai.json files that predate this refactor).
+    renderPrompt(actor: AiActorKey, vars: Record<string, string | number | null | undefined>): string {
+        const cfg = this.getConfig();
+        const prompt = cfg.prompts?.[actor] ?? DEFAULT_AI_PROMPTS[actor];
+        const template = prompt.template;
+        return template.replace(/\{\{(\w+)\}\}/g, (match, key) => {
+            const value = vars[key];
+            if (value === undefined || value === null) return match;
+            return String(value);
+        });
+    }
+
     private ensureReady(): AiConfig {
         if (existsSync(CONFIG_PATH)) {
             return this.load();
@@ -83,10 +158,35 @@ export class AiConfigService implements OnModuleInit {
         try {
             const raw = readFileSync(CONFIG_PATH, 'utf8');
             const parsed = JSON.parse(raw);
+            // Merge incoming prompts against defaults so old ai.json
+            // files (written before the prompts refactor) get topped
+            // up with the new actor entries instead of crashing on
+            // first read. Per-actor merging keeps any admin edits
+            // intact while filling in missing actors.
+            const mergedPrompts: Record<AiActorKey, AiPromptConfig> = { ...DEFAULT_AI_PROMPTS };
+            if (parsed.prompts && typeof parsed.prompts === 'object') {
+                for (const key of AI_ACTOR_KEYS) {
+                    const incoming = parsed.prompts[key];
+                    if (incoming && typeof incoming === 'object') {
+                        mergedPrompts[key] = {
+                            ...DEFAULT_AI_PROMPTS[key],
+                            ...incoming,
+                            // Always pull `defaultTemplate` from the
+                            // shipped defaults — never trust the
+                            // file's copy, since the SDK baseline can
+                            // change between releases and we want
+                            // "reset to default" to always reset to
+                            // the latest baseline.
+                            defaultTemplate: DEFAULT_AI_PROMPTS[key].defaultTemplate,
+                        };
+                    }
+                }
+            }
             const merged: AiConfig = {
                 ...DEFAULT_AI_CONFIG,
                 ...parsed,
                 provider: (parsed.provider ?? DEFAULT_AI_CONFIG.provider) as AiProvider,
+                prompts: mergedPrompts,
             };
             this.cached = merged;
             this.logger.log('AI config loaded from file');
diff --git a/src/config/ai.defaults.ts b/src/config/ai.defaults.ts
index 187cc29..2837615 100644
--- a/src/config/ai.defaults.ts
+++ b/src/config/ai.defaults.ts
@@ -1,34 +1,286 @@
 // Admin-editable AI assistant config. Holds the user-facing knobs (provider,
-// model, temperature, optional system prompt override) — API keys themselves
-// stay in env vars because they are true secrets and rotation is an ops event.
+// model, temperature) AND a per-actor system prompt template map. API keys
+// themselves stay in env vars because they are true secrets and rotation is
+// an ops event.
+//
+// Each "actor" is a distinct AI persona used by the sidecar — widget chat,
+// CC agent helper, supervisor, lead enrichment, etc. Pulling these out of
+// hardcoded service files lets the hospital admin tune tone, boundaries,
+// and instructions per persona without a sidecar redeploy. The 7 actors
+// listed below cover every customer-facing AI surface in Helix Engage as
+// of 2026-04-08; internal/dev-only prompts (rules engine config helper,
+// recording speaker-channel identification) stay hardcoded since they are
+// not customer-tunable.
+//
+// Templating: each actor's prompt is a string with `{{variable}}` placeholders
+// that the calling service fills in via AiConfigService.renderPrompt(actor,
+// vars). The variable shape per actor is documented in the `variables` field
+// so the wizard UI can show admins what they can reference.
 
 export type AiProvider = 'openai' | 'anthropic';
 
+// Stable keys for each configurable persona. Adding a new actor:
+//   1. add a key here
+//   2. add a default entry in DEFAULT_AI_PROMPTS below
+//   3. add the corresponding renderPrompt call in the consuming service
+export const AI_ACTOR_KEYS = [
+    'widgetChat',
+    'ccAgentHelper',
+    'supervisorChat',
+    'leadEnrichment',
+    'callInsight',
+    'callAssist',
+    'recordingAnalysis',
+] as const;
+export type AiActorKey = (typeof AI_ACTOR_KEYS)[number];
+
+export type AiPromptConfig = {
+    // Human-readable name shown in the wizard UI.
+    label: string;
+    // One-line description of when this persona is invoked.
+    description: string;
+    // Variables the template can reference, with a one-line hint each.
+    // Surfaced in the edit slideout so admins know what `{{var}}` they
+    // can use without reading code.
+    variables: Array<{ key: string; description: string }>;
+    // The current template (may be admin-edited).
+    template: string;
+    // The original baseline so we can offer a "reset to default" button.
+    defaultTemplate: string;
+    // Audit fields — when this prompt was last edited and by whom.
+    // null on the default-supplied entries.
+    lastEditedAt: string | null;
+    lastEditedBy: string | null;
+};
+
 export type AiConfig = {
     provider: AiProvider;
     model: string;
     // 0..2, controls randomness. Default 0.7 matches the existing hardcoded
     // values used in WidgetChatService and AI tools.
     temperature: number;
-    // Optional admin-supplied system prompt addendum. Appended to the
-    // hospital-specific prompts WidgetChatService generates from the doctor
-    // roster, so the admin can add hospital-specific tone / boundaries
-    // without rewriting the entire prompt.
-    systemPromptAddendum: string;
+    // Per-actor system prompt templates. Keyed by AiActorKey so callers can
+    // do `config.prompts.widgetChat.template` and missing keys are caught
+    // at compile time.
+    prompts: Record<AiActorKey, AiPromptConfig>;
     version?: number;
     updatedAt?: string;
 };
 
+// ---------------------------------------------------------------------------
+// Default templates — extracted verbatim from the hardcoded versions in:
+//   - widget-chat.service.ts          → widgetChat
+//   - ai-chat.controller.ts           → ccAgentHelper, supervisorChat
+//   - ai-enrichment.service.ts        → leadEnrichment
+//   - ai-insight.consumer.ts          → callInsight
+//   - call-assist.service.ts          → callAssist
+//   - recordings.service.ts           → recordingAnalysis
+// ---------------------------------------------------------------------------
+
+const WIDGET_CHAT_DEFAULT = `You are a helpful, concise assistant for {{hospitalName}}.
+You are chatting with a website visitor named {{userName}}.
+
+{{branchContext}}
+
+TOOL USAGE RULES (STRICT):
+- When the user asks about departments, call list_departments and DO NOT also list departments in prose.
+- When they ask about clinic timings, visiting hours, or "when is X open", call show_clinic_timings.
+- When they ask about doctors in a department, call show_doctors and DO NOT also list doctors in prose.
+- When they ask about a specific doctor's availability or want to book with them, call show_doctor_slots.
+- When the conversation is trending toward booking, call suggest_booking.
+- After calling a tool, DO NOT restate its contents in prose. At most write a single short sentence
+  (under 15 words) framing the widget, or no text at all. The widget already shows the data.
+- If you are about to write a bulleted or numbered list of departments, doctors, hours, or slots,
+  STOP and call the appropriate tool instead.
+- NEVER use markdown formatting (no **bold**, no *italic*, no bullet syntax). Plain text only in
+  non-tool replies.
+- NEVER invent or mention specific dates in prose or tool inputs. The server owns "today".
+  If the visitor asks about a future date, tell them to use the Book tab's date picker.
+
+OTHER RULES:
+- Answer other questions (directions, general info) concisely in prose.
+- If you do not know something, say so and suggest they call the hospital.
+- Never quote prices. No medical advice. For clinical questions, defer to a doctor.
+
+{{knowledgeBase}}`;
+
+const CC_AGENT_HELPER_DEFAULT = `You are an AI assistant for call center agents at {{hospitalName}}.
+You help agents answer questions about patients, doctors, appointments, clinics, and hospital services during live calls.
+
+IMPORTANT — ANSWER FROM KNOWLEDGE BASE FIRST:
+The knowledge base below contains REAL clinic locations, timings, doctor details, health packages, and insurance partners.
+When asked about clinic timings, locations, doctor availability, packages, or insurance — ALWAYS check the knowledge base FIRST before saying you don't know.
+
+RULES:
+1. For patient-specific questions (history, appointments, calls), use the lookup tools. NEVER guess patient data.
+2. For doctor details beyond what's in the KB, use the lookup_doctor tool.
+3. For clinic info, timings, packages, insurance → answer directly from the knowledge base below.
+4. If you truly cannot find the answer in the KB or via tools, say "I couldn't find that in our system."
+5. Be concise — agents are on live calls. Under 100 words unless asked for detail.
+6. NEVER give medical advice, diagnosis, or treatment recommendations.
+7. Format with bullet points for easy scanning.
+
+KNOWLEDGE BASE (this is real data from our system):
+{{knowledgeBase}}`;
+
+const SUPERVISOR_CHAT_DEFAULT = `You are an AI assistant for supervisors at {{hospitalName}}'s call center (Helix Engage).
+You help supervisors monitor team performance, identify issues, and make data-driven decisions.
+
+## YOUR CAPABILITIES
+You have access to tools that query real-time data:
+- **Agent performance**: call counts, conversion rates, NPS scores, idle time, pending follow-ups
+- **Campaign stats**: lead counts, conversion rates per campaign, platform breakdown
+- **Call summary**: total calls, inbound/outbound split, missed call rate, disposition breakdown
+- **SLA breaches**: missed calls that haven't been called back within the SLA threshold
+
+## RULES
+1. ALWAYS use tools to fetch data before answering. NEVER guess or fabricate performance numbers.
+2. Be specific — include actual numbers from the tool response, not vague qualifiers.
+3. When comparing agents, use their configured thresholds (minConversionPercent, minNpsThreshold, maxIdleMinutes) and team averages. Let the data determine who is underperforming — do not assume.
+4. Be concise — supervisors want quick answers. Use bullet points.
+5. When recommending actions, ground them in the data returned by tools.
+6. If asked about trends, use the call summary tool with different periods.
+7. Do not use any agent name in a negative context unless the data explicitly supports it.`;
+
+const LEAD_ENRICHMENT_DEFAULT = `You are an AI assistant for a hospital call center.
+An inbound call is coming in from a lead. Summarize their history and suggest what the call center agent should do.
+
+Lead details:
+- Name: {{leadName}}
+- Source: {{leadSource}}
+- Interested in: {{interestedService}}
+- Current status: {{leadStatus}}
+- Lead age: {{daysSince}} days
+- Contact attempts: {{contactAttempts}}
+
+Recent activity:
+{{activities}}`;
+
+const CALL_INSIGHT_DEFAULT = `You are a CRM assistant for {{hospitalName}}.
+Generate a brief, actionable insight about this lead based on their interaction history.
+Be specific — reference actual dates, dispositions, and patterns.
+If the lead has booked appointments, mention upcoming ones.
+If they keep calling about the same thing, note the pattern.`;
+
+const CALL_ASSIST_DEFAULT = `You are a real-time call assistant for {{hospitalName}}.
+You listen to the customer's words and provide brief, actionable suggestions for the CC agent.
+
+{{context}}
+
+RULES:
+- Keep suggestions under 2 sentences
+- Focus on actionable next steps the agent should take NOW
+- If customer mentions a doctor or department, suggest available slots
+- If customer wants to cancel or reschedule, note relevant appointment details
+- If customer sounds upset, suggest empathetic response
+- Do NOT repeat what the agent already knows`;
+
+const RECORDING_ANALYSIS_DEFAULT = `You are a call quality analyst for {{hospitalName}}.
+Analyze the following call recording transcript and provide structured insights.
+Be specific, brief, and actionable. Focus on healthcare context.
+{{summaryBlock}}
+{{topicsBlock}}`;
+
+// Helper that builds an AiPromptConfig with the same template for both
+// `template` and `defaultTemplate` — what every actor starts with on a
+// fresh boot.
+const promptDefault = (
+    label: string,
+    description: string,
+    variables: Array<{ key: string; description: string }>,
+    template: string,
+): AiPromptConfig => ({
+    label,
+    description,
+    variables,
+    template,
+    defaultTemplate: template,
+    lastEditedAt: null,
+    lastEditedBy: null,
+});
+
+export const DEFAULT_AI_PROMPTS: Record<AiActorKey, AiPromptConfig> = {
+    widgetChat: promptDefault(
+        'Website widget chat',
+        'Patient-facing bot embedded on the hospital website. Handles general questions, finds doctors, suggests appointments.',
+        [
+            { key: 'hospitalName', description: 'Branded hospital display name from theme.json' },
+            { key: 'userName', description: 'Visitor first name (or "there" if unknown)' },
+            { key: 'branchContext', description: 'Pre-rendered branch-selection instructions block' },
+            { key: 'knowledgeBase', description: 'Pre-rendered list of departments + doctors + clinics' },
+        ],
+        WIDGET_CHAT_DEFAULT,
+    ),
+    ccAgentHelper: promptDefault(
+        'CC agent helper',
+        'In-call assistant the CC agent uses to look up patient history, doctor details, and clinic info while on a call.',
+        [
+            { key: 'hospitalName', description: 'Branded hospital display name' },
+            { key: 'knowledgeBase', description: 'Pre-rendered hospital knowledge base (clinics, doctors, packages)' },
+        ],
+        CC_AGENT_HELPER_DEFAULT,
+    ),
+    supervisorChat: promptDefault(
+        'Supervisor assistant',
+        'AI tools the supervisor uses to query agent performance, campaign stats, and SLA breaches.',
+        [
+            { key: 'hospitalName', description: 'Branded hospital display name' },
+        ],
+        SUPERVISOR_CHAT_DEFAULT,
+    ),
+    leadEnrichment: promptDefault(
+        'Lead enrichment',
+        'Generates an AI summary + suggested action for a new inbound lead before the agent picks up.',
+        [
+            { key: 'leadName', description: 'Lead first + last name' },
+            { key: 'leadSource', description: 'Source channel (WHATSAPP, GOOGLE_ADS, etc.)' },
+            { key: 'interestedService', description: 'What the lead enquired about' },
+            { key: 'leadStatus', description: 'Current lead status' },
+            { key: 'daysSince', description: 'Days since the lead was created' },
+            { key: 'contactAttempts', description: 'Prior contact attempts count' },
+            { key: 'activities', description: 'Pre-rendered recent activity summary' },
+        ],
+        LEAD_ENRICHMENT_DEFAULT,
+    ),
+    callInsight: promptDefault(
+        'Post-call insight',
+        'After each call, generates a 2-3 sentence summary + a single suggested next action for the lead record.',
+        [
+            { key: 'hospitalName', description: 'Branded hospital display name' },
+        ],
+        CALL_INSIGHT_DEFAULT,
+    ),
+    callAssist: promptDefault(
+        'Live call whisper',
+        'Real-time suggestions whispered to the CC agent during a call, based on the running transcript.',
+        [
+            { key: 'hospitalName', description: 'Branded hospital display name' },
+            { key: 'context', description: 'Pre-rendered call context (current lead, recent activities, available doctors)' },
+        ],
+        CALL_ASSIST_DEFAULT,
+    ),
+    recordingAnalysis: promptDefault(
+        'Call recording analysis',
+        'Analyses post-call recording transcripts to extract key topics, action items, coaching notes, and compliance flags.',
+        [
+            { key: 'hospitalName', description: 'Branded hospital display name' },
+            { key: 'summaryBlock', description: 'Optional pre-rendered "Call summary: ..." line (empty when none)' },
+            { key: 'topicsBlock', description: 'Optional pre-rendered "Detected topics: ..." line (empty when none)' },
+        ],
+        RECORDING_ANALYSIS_DEFAULT,
+    ),
+};
+
 export const DEFAULT_AI_CONFIG: AiConfig = {
     provider: 'openai',
     model: 'gpt-4o-mini',
     temperature: 0.7,
-    systemPromptAddendum: '',
+    prompts: DEFAULT_AI_PROMPTS,
 };
 
 // Field-by-field mapping from the legacy env vars used by ai-provider.ts
 // (AI_PROVIDER + AI_MODEL). API keys are NOT seeded — they remain in env.
-export const AI_ENV_SEEDS: Array<{ env: string; field: keyof AiConfig }> = [
+export const AI_ENV_SEEDS: Array<{ env: string; field: keyof Pick<AiConfig, 'provider' | 'model'> }> = [
     { env: 'AI_PROVIDER', field: 'provider' },
     { env: 'AI_MODEL', field: 'model' },
 ];
diff --git a/src/config/config-theme.module.ts b/src/config/config-theme.module.ts
index ff16b3c..3772cc2 100644
--- a/src/config/config-theme.module.ts
+++ b/src/config/config-theme.module.ts
@@ -1,5 +1,6 @@
 import { Global, Module } from '@nestjs/common';
 import { AuthModule } from '../auth/auth.module';
+import { PlatformModule } from '../platform/platform.module';
 import { ThemeController } from './theme.controller';
 import { ThemeService } from './theme.service';
 import { WidgetKeysService } from './widget-keys.service';
@@ -25,7 +26,7 @@ import { AiConfigController } from './ai-config.controller';
 // (Redis-backed cache for widget site key storage).
 @Global()
 @Module({
-    imports: [AuthModule],
+    imports: [AuthModule, PlatformModule],
     controllers: [
         ThemeController,
         WidgetConfigController,
diff --git a/src/config/setup-state.controller.ts b/src/config/setup-state.controller.ts
index c4b07f1..b760715 100644
--- a/src/config/setup-state.controller.ts
+++ b/src/config/setup-state.controller.ts
@@ -17,8 +17,11 @@ export class SetupStateController {
     constructor(private readonly setupState: SetupStateService) {}
 
     @Get('setup-state')
-    getState() {
-        const state = this.setupState.getState();
+    async getState() {
+        // Use the checked variant so the platform workspace probe runs
+        // before we serialize. Catches workspace changes (DB resets,
+        // re-onboards) on the very first frontend GET.
+        const state = await this.setupState.getStateChecked();
         return {
             ...state,
             wizardRequired: this.setupState.isWizardRequired(),
@@ -30,19 +33,24 @@ export class SetupStateController {
         @Param('step') step: SetupStepName,
         @Body() body: { completed: boolean; completedBy?: string },
     ) {
-        if (body.completed) {
-            return this.setupState.markStepCompleted(step, body.completedBy ?? null);
-        }
-        return this.setupState.markStepIncomplete(step);
+        const updated = body.completed
+            ? this.setupState.markStepCompleted(step, body.completedBy ?? null)
+            : this.setupState.markStepIncomplete(step);
+        // Mirror GET shape — include `wizardRequired` so the frontend
+        // doesn't see a state object missing the field and re-render
+        // into an inconsistent shape.
+        return { ...updated, wizardRequired: this.setupState.isWizardRequired() };
     }
 
     @Post('setup-state/dismiss')
     dismiss() {
-        return this.setupState.dismissWizard();
+        const updated = this.setupState.dismissWizard();
+        return { ...updated, wizardRequired: this.setupState.isWizardRequired() };
     }
 
     @Post('setup-state/reset')
     reset() {
-        return this.setupState.resetState();
+        const updated = this.setupState.resetState();
+        return { ...updated, wizardRequired: this.setupState.isWizardRequired() };
     }
 }
diff --git a/src/config/setup-state.defaults.ts b/src/config/setup-state.defaults.ts
index d872454..c9a2626 100644
--- a/src/config/setup-state.defaults.ts
+++ b/src/config/setup-state.defaults.ts
@@ -23,6 +23,12 @@ export type SetupState = {
     // Settings hub still shows the per-section badges.
     wizardDismissed: boolean;
     steps: Record<SetupStepName, SetupStepStatus>;
+    // The platform workspace this state belongs to. The sidecar's API key
+    // is scoped to exactly one workspace, so on every load we compare the
+    // file's workspaceId against the live currentWorkspace.id and reset
+    // the file if they differ. Stops setup-state from leaking across DB
+    // resets and re-onboards.
+    workspaceId?: string | null;
 };
 
 const emptyStep = (): SetupStepStatus => ({
@@ -42,6 +48,7 @@ export const SETUP_STEP_NAMES: readonly SetupStepName[] = [
 
 export const DEFAULT_SETUP_STATE: SetupState = {
     wizardDismissed: false,
+    workspaceId: null,
     steps: {
         identity: emptyStep(),
         clinics: emptyStep(),
diff --git a/src/config/setup-state.service.ts b/src/config/setup-state.service.ts
index d54edd1..e862a19 100644
--- a/src/config/setup-state.service.ts
+++ b/src/config/setup-state.service.ts
@@ -1,6 +1,7 @@
 import { Injectable, Logger, OnModuleInit } from '@nestjs/common';
 import { existsSync, mkdirSync, readFileSync, writeFileSync } from 'fs';
 import { dirname, join } from 'path';
+import { PlatformGraphqlService } from '../platform/platform-graphql.service';
 import {
     DEFAULT_SETUP_STATE,
     SETUP_STEP_NAMES,
@@ -14,13 +15,34 @@ const SETUP_STATE_PATH = join(process.cwd(), 'data', 'setup-state.json');
 // pattern of ThemeService and WidgetConfigService — load on init, cache in
 // memory, write on every change. No backups (the data is small and easily
 // recreated by the wizard if it ever gets corrupted).
+//
+// Workspace scoping: the sidecar's API key is scoped to exactly one
+// workspace, so on first access we compare the file's stored workspaceId
+// against the live currentWorkspace.id from the platform. If they differ
+// (DB reset, re-onboard, sidecar pointed at a new workspace), the file is
+// reset before any reads return. This guarantees a fresh wizard for a
+// fresh workspace without manual file deletion.
 @Injectable()
 export class SetupStateService implements OnModuleInit {
     private readonly logger = new Logger(SetupStateService.name);
     private cached: SetupState | null = null;
+    // Memoize the platform's currentWorkspace.id lookup so we don't hit
+    // the platform on every getState() call. Set once per process boot
+    // (or after a successful reset).
+    private liveWorkspaceId: string | null = null;
+    private workspaceCheckPromise: Promise<void> | null = null;
+
+    constructor(private platform: PlatformGraphqlService) {}
 
     onModuleInit() {
         this.load();
+        // Fire-and-forget the workspace probe so the file gets aligned
+        // before the frontend's first GET. Errors are logged but
+        // non-fatal — if the platform is down at boot, the legacy
+        // unscoped behaviour kicks in until the first reachable probe.
+        this.ensureWorkspaceMatch().catch((err) =>
+            this.logger.warn(`Initial workspace probe failed: ${err}`),
+        );
     }
 
     getState(): SetupState {
@@ -28,6 +50,59 @@ export class SetupStateService implements OnModuleInit {
         return this.load();
     }
 
+    // Awaits a workspace check before returning state. The controller
+    // calls this so the GET response always reflects the current
+    // workspace, not yesterday's.
+    async getStateChecked(): Promise<SetupState> {
+        await this.ensureWorkspaceMatch();
+        return this.getState();
+    }
+
+    private async ensureWorkspaceMatch(): Promise<void> {
+        // Single-flight: if a check is already running, await it.
+        if (this.workspaceCheckPromise) return this.workspaceCheckPromise;
+        if (this.liveWorkspaceId) {
+            // Already validated this process. Trust the cache.
+            return;
+        }
+        this.workspaceCheckPromise = (async () => {
+            try {
+                const data = await this.platform.query<{
+                    currentWorkspace: { id: string };
+                }>(`{ currentWorkspace { id } }`);
+                const liveId = data?.currentWorkspace?.id ?? null;
+                if (!liveId) {
+                    this.logger.warn(
+                        'currentWorkspace.id was empty — cannot scope setup-state',
+                    );
+                    return;
+                }
+                this.liveWorkspaceId = liveId;
+                const current = this.getState();
+                if (current.workspaceId && current.workspaceId !== liveId) {
+                    this.logger.log(
+                        `Workspace changed (${current.workspaceId} → ${liveId}) — resetting setup-state`,
+                    );
+                    this.resetState();
+                }
+                if (!current.workspaceId) {
+                    // First boot after the workspaceId field was added
+                    // (or first boot ever). Stamp the file so future
+                    // boots can detect drift.
+                    const stamped: SetupState = {
+                        ...this.getState(),
+                        workspaceId: liveId,
+                    };
+                    this.writeFile(stamped);
+                    this.cached = stamped;
+                }
+            } finally {
+                this.workspaceCheckPromise = null;
+            }
+        })();
+        return this.workspaceCheckPromise;
+    }
+
     // Returns true if any required step is incomplete and the wizard hasn't
     // been explicitly dismissed. Used by the frontend post-login redirect.
     isWizardRequired(): boolean {
@@ -95,8 +170,16 @@ export class SetupStateService implements OnModuleInit {
     }
 
     resetState(): SetupState {
-        this.writeFile(DEFAULT_SETUP_STATE);
-        this.cached = { ...DEFAULT_SETUP_STATE };
+        // Preserve the live workspaceId on reset so the file remains
+        // scoped — otherwise the next workspace check would think the
+        // file is unscoped and re-stamp it, which is fine but creates
+        // an extra write.
+        const fresh: SetupState = {
+            ...DEFAULT_SETUP_STATE,
+            workspaceId: this.liveWorkspaceId ?? null,
+        };
+        this.writeFile(fresh);
+        this.cached = fresh;
         this.logger.log('Setup state reset to defaults');
         return this.cached;
     }
diff --git a/src/events/consumers/ai-insight.consumer.ts b/src/events/consumers/ai-insight.consumer.ts
index b8e75b0..e314b54 100644
--- a/src/events/consumers/ai-insight.consumer.ts
+++ b/src/events/consumers/ai-insight.consumer.ts
@@ -82,11 +82,9 @@ export class AiInsightConsumer implements OnModuleInit {
                     summary: z.string().describe('2-3 sentence summary of this lead based on all their interactions'),
                     suggestedAction: z.string().describe('One clear next action for the agent'),
                 }),
-                system: `You are a CRM assistant for Global Hospital Bangalore.
-Generate a brief, actionable insight about this lead based on their interaction history.
-Be specific — reference actual dates, dispositions, and patterns.
-If the lead has booked appointments, mention upcoming ones.
-If they keep calling about the same thing, note the pattern.`,
+                system: this.aiConfig.renderPrompt('callInsight', {
+                    hospitalName: process.env.HOSPITAL_NAME ?? 'the hospital',
+                }),
                 prompt: `Lead: ${leadName}
 Status: ${lead.status ?? 'Unknown'}
 Source: ${lead.source ?? 'Unknown'}
diff --git a/src/recordings/recordings.service.ts b/src/recordings/recordings.service.ts
index cd9e148..0ef2ca1 100644
--- a/src/recordings/recordings.service.ts
+++ b/src/recordings/recordings.service.ts
@@ -235,11 +235,11 @@ The CUSTOMER typically:
                     patientSatisfaction: z.string().describe('One-line assessment of patient satisfaction'),
                     callOutcome: z.string().describe('One-line summary of what was accomplished'),
                 }),
-                system: `You are a call quality analyst for Global Hospital Bangalore.
-Analyze the following call recording transcript and provide structured insights.
-Be specific, brief, and actionable. Focus on healthcare context.
-${summary ? `\nCall summary: ${summary}` : ''}
-${topics.length > 0 ? `\nDetected topics: ${topics.join(', ')}` : ''}`,
+                system: this.aiConfig.renderPrompt('recordingAnalysis', {
+                    hospitalName: process.env.HOSPITAL_NAME ?? 'the hospital',
+                    summaryBlock: summary ? `\nCall summary: ${summary}` : '',
+                    topicsBlock: topics.length > 0 ? `\nDetected topics: ${topics.join(', ')}` : '',
+                }),
                 prompt: transcript,
                 maxOutputTokens: 500,
             });
diff --git a/src/shared/doctor-utils.ts b/src/shared/doctor-utils.ts
new file mode 100644
index 0000000..929d6a7
--- /dev/null
+++ b/src/shared/doctor-utils.ts
@@ -0,0 +1,151 @@
+// Shared utilities for working with the helix-engage Doctor entity
+// after the multi-clinic visit-slot rework. The doctor data model
+// changed from { clinic: RELATION, visitingHours: TEXT } to many
+// DoctorVisitSlot records (one per day-of-week × clinic), so every
+// service that fetches doctors needs to:
+//
+//   1. Query `visitSlots { dayOfWeek startTime endTime clinic { id clinicName } }`
+//      instead of the legacy flat fields.
+//   2. Fold the slots back into a "where do they visit" summary string
+//      and a list of unique clinics for branch-matching.
+//
+// This file provides:
+//
+//   - DOCTOR_VISIT_SLOTS_FRAGMENT: a string fragment that callers can
+//     splice into their `doctors { edges { node { ... } } }` query so
+//     the field selection stays consistent across services.
+//
+//   - normalizeDoctor(d): takes the raw GraphQL node and returns the
+//     same object plus three derived fields:
+//       * `clinics: { id, clinicName }[]` — unique list of clinics
+//         the doctor visits, deduped by id.
+//       * `clinic: { clinicName } | null` — first clinic for legacy
+//         consumers that only show one (the AI prompt KB, etc.).
+//       * `visitingHours: string` — pre-formatted summary like
+//         "Mon 09:00-13:00 (Koramangala) · Wed 14:00-18:00 (Indiranagar)"
+//         suitable for inlining into AI prompts.
+//
+// Keeping the legacy field names (`clinic`, `visitingHours`) on the
+// normalized object means call sites that previously read those
+// fields keep working — only the GraphQL query and the call to
+// normalizeDoctor need to be added.
+
+export type RawDoctorVisitSlot = {
+    dayOfWeek?: string | null;
+    startTime?: string | null;
+    endTime?: string | null;
+    clinic?: { id?: string | null; clinicName?: string | null } | null;
+};
+
+export type RawDoctor = {
+    id?: string;
+    name?: string | null;
+    fullName?: { firstName?: string | null; lastName?: string | null } | null;
+    department?: string | null;
+    specialty?: string | null;
+    visitSlots?: { edges?: Array<{ node: RawDoctorVisitSlot }> } | null;
+    [key: string]: any;
+};
+
+// Tightened shape — `id` and `name` are always strings (with sensible
+// fallbacks) so consumers can assign them to typed maps without
+// "string | undefined" errors. The remaining fields keep their
+// nullable nature from RawDoctor.
+export type NormalizedDoctor = Omit<RawDoctor, 'id' | 'name'> & {
+    id: string;
+    name: string;
+    clinics: Array<{ id: string; clinicName: string }>;
+    clinic: { clinicName: string } | null;
+    visitingHours: string;
+};
+
+// GraphQL fragment for the visit-slots reverse relation. Spliced into
+// each doctors query so all services fetch the same shape. Capped at
+// 20 slots per doctor — generous for any realistic schedule (7 days
+// × 2-3 clinics).
+export const DOCTOR_VISIT_SLOTS_FRAGMENT = `visitSlots(first: 20) {
+    edges { node {
+        dayOfWeek startTime endTime
+        clinic { id clinicName }
+    } }
+}`;
+
+const DAY_ABBREV: Record<string, string> = {
+    MONDAY: 'Mon',
+    TUESDAY: 'Tue',
+    WEDNESDAY: 'Wed',
+    THURSDAY: 'Thu',
+    FRIDAY: 'Fri',
+    SATURDAY: 'Sat',
+    SUNDAY: 'Sun',
+};
+
+const formatTime = (t: string | null | undefined): string => {
+    if (!t) return '';
+    // Times come in as "HH:MM" or "HH:MM:SS" — strip seconds for
+    // display compactness.
+    return t.length > 5 ? t.slice(0, 5) : t;
+};
+
+// Best-effort doctor name derivation — prefer the platform's `name`
+// field, then fall back to the composite fullName, then to a generic
+// label so consumers never see undefined.
+const deriveName = (raw: RawDoctor): string => {
+    if (raw.name && raw.name.trim()) return raw.name.trim();
+    const first = raw.fullName?.firstName?.trim() ?? '';
+    const last = raw.fullName?.lastName?.trim() ?? '';
+    const full = `${first} ${last}`.trim();
+    if (full) return full;
+    return 'Unknown doctor';
+};
+
+export const normalizeDoctor = (raw: RawDoctor): NormalizedDoctor => {
+    const slots = raw.visitSlots?.edges?.map((e) => e.node) ?? [];
+
+    // Unique clinics, preserving the order they were encountered.
+    const seen = new Set<string>();
+    const clinics: Array<{ id: string; clinicName: string }> = [];
+    for (const slot of slots) {
+        const id = slot.clinic?.id;
+        const name = slot.clinic?.clinicName;
+        if (!id || !name || seen.has(id)) continue;
+        seen.add(id);
+        clinics.push({ id, clinicName: name });
+    }
+
+    // Visiting hours summary — `Day HH:MM-HH:MM (Clinic)` joined by
+    // " · ". Slots without a clinic or without a day get dropped.
+    const segments: string[] = [];
+    for (const slot of slots) {
+        const day = slot.dayOfWeek ? (DAY_ABBREV[slot.dayOfWeek] ?? slot.dayOfWeek) : null;
+        const start = formatTime(slot.startTime);
+        const end = formatTime(slot.endTime);
+        const clinic = slot.clinic?.clinicName;
+        if (!day || !start || !clinic) continue;
+        segments.push(`${day} ${start}${end ? `-${end}` : ''} (${clinic})`);
+    }
+
+    return {
+        ...raw,
+        id: raw.id ?? '',
+        name: deriveName(raw),
+        clinics,
+        // Bridge field — first clinic, so legacy consumers that read
+        // `d.clinic.clinicName` keep working.
+        clinic: clinics.length > 0 ? { clinicName: clinics[0].clinicName } : null,
+        visitingHours: segments.join(' · '),
+    };
+};
+
+// Convenience: normalize an array of raw GraphQL nodes in one call.
+export const normalizeDoctors = (raws: RawDoctor[]): NormalizedDoctor[] => raws.map(normalizeDoctor);
+
+// Branch-matching helper: a doctor "matches" a branch if any of their
+// visit slots is at a clinic whose name contains the branch substring
+// (case-insensitive). Used by widget chat tools to filter doctors by
+// the visitor's selected branch.
+export const doctorMatchesBranch = (d: NormalizedDoctor, branch: string | undefined | null): boolean => {
+    if (!branch) return true;
+    const needle = branch.toLowerCase();
+    return d.clinics.some((c) => c.clinicName.toLowerCase().includes(needle));
+};
diff --git a/src/supervisor/supervisor.service.ts b/src/supervisor/supervisor.service.ts
index 1234380..a187aa8 100644
--- a/src/supervisor/supervisor.service.ts
+++ b/src/supervisor/supervisor.service.ts
@@ -108,11 +108,14 @@ export class SupervisorService implements OnModuleInit {
     }
 
     async getTeamPerformance(date: string): Promise<any> {
-        // Get all agents from platform
+        // Get all agents from platform. Field names are label-derived
+        // camelCase on the current platform schema — see
+        // agent-config.service.ts for the canonical explanation of the
+        // legacy lowercase names that used to exist on staging.
         const agentData = await this.platform.query<any>(
             `{ agents(first: 20) { edges { node {
-                id name ozonetelagentid npsscore
-                maxidleminutes minnpsthreshold minconversionpercent
+                id name ozonetelAgentId npsScore
+                maxIdleMinutes minNpsThreshold minConversion
             } } } }`,
         );
         const agents = agentData?.agents?.edges?.map((e: any) => e.node) ?? [];
@@ -120,12 +123,12 @@ export class SupervisorService implements OnModuleInit {
         // Fetch Ozonetel time summary per agent
         const summaries = await Promise.all(
             agents.map(async (agent: any) => {
-                if (!agent.ozonetelagentid) return { ...agent, timeBreakdown: null };
+                if (!agent.ozonetelAgentId) return { ...agent, timeBreakdown: null };
                 try {
-                    const summary = await this.ozonetel.getAgentSummary(agent.ozonetelagentid, date);
+                    const summary = await this.ozonetel.getAgentSummary(agent.ozonetelAgentId, date);
                     return { ...agent, timeBreakdown: summary };
                 } catch (err) {
-                    this.logger.warn(`Failed to get summary for ${agent.ozonetelagentid}: ${err}`);
+                    this.logger.warn(`Failed to get summary for ${agent.ozonetelAgentId}: ${err}`);
                     return { ...agent, timeBreakdown: null };
                 }
             }),
diff --git a/src/team/team.controller.ts b/src/team/team.controller.ts
new file mode 100644
index 0000000..32f247e
--- /dev/null
+++ b/src/team/team.controller.ts
@@ -0,0 +1,39 @@
+import { Body, Controller, Get, Param, Post, Put } from '@nestjs/common';
+import {
+    TeamService,
+    type CreateMemberInput,
+    type CreatedMember,
+    type UpdateMemberInput,
+} from './team.service';
+
+// REST wrapper around TeamService. Mounted at /api/team/*.
+// The Team wizard step on the frontend posts here instead of firing
+// the platform's sendInvitations mutation directly.
+
+@Controller('api/team')
+export class TeamController {
+    constructor(private team: TeamService) {}
+
+    @Post('members')
+    async createMember(@Body() body: CreateMemberInput): Promise<CreatedMember> {
+        return this.team.createMember(body);
+    }
+
+    @Put('members/:id')
+    async updateMember(
+        @Param('id') id: string,
+        @Body() body: UpdateMemberInput,
+    ): Promise<{ id: string }> {
+        return this.team.updateMember(id, body);
+    }
+
+    // Returns the cached plaintext temp password for a recently-created
+    // member if it's still within its 24h TTL, or { password: null }
+    // on cache miss. Used by the wizard's right-pane copy icon when
+    // its in-browser memory was wiped by a refresh.
+    @Get('members/:id/temp-password')
+    async getTempPassword(@Param('id') id: string): Promise<{ password: string | null }> {
+        const password = await this.team.getTempPassword(id);
+        return { password };
+    }
+}
diff --git a/src/team/team.module.ts b/src/team/team.module.ts
new file mode 100644
index 0000000..4b8cd82
--- /dev/null
+++ b/src/team/team.module.ts
@@ -0,0 +1,16 @@
+import { Module } from '@nestjs/common';
+import { PlatformModule } from '../platform/platform.module';
+import { AuthModule } from '../auth/auth.module';
+import { TeamController } from './team.controller';
+import { TeamService } from './team.service';
+
+// AuthModule is imported because TeamService uses SessionService for
+// its generic Redis cache (storing recently-created temp passwords
+// with a 24h TTL so the right pane's copy icon survives a reload).
+@Module({
+    imports: [PlatformModule, AuthModule],
+    controllers: [TeamController],
+    providers: [TeamService],
+    exports: [TeamService],
+})
+export class TeamModule {}
diff --git a/src/team/team.service.ts b/src/team/team.service.ts
new file mode 100644
index 0000000..d6f4feb
--- /dev/null
+++ b/src/team/team.service.ts
@@ -0,0 +1,334 @@
+import { BadRequestException, Injectable, Logger } from '@nestjs/common';
+import { PlatformGraphqlService } from '../platform/platform-graphql.service';
+import { SessionService } from '../auth/session.service';
+
+// Recently-created temp passwords are cached in Redis under this prefix
+// for 24 hours so the right pane's copy icon keeps working after a
+// browser refresh. The plaintext expires automatically — the assumption
+// is the employee logs in within a day, at which point the password
+// loses value anyway.
+const TEMP_PASSWORD_KEY_PREFIX = 'team:tempPassword:';
+const TEMP_PASSWORD_TTL_SECONDS = 24 * 60 * 60;
+const tempPasswordKey = (memberId: string) => `${TEMP_PASSWORD_KEY_PREFIX}${memberId}`;
+
+// In-place employee creation. The platform's sendInvitations flow is
+// deliberately NOT used — hospital admins create employees from the
+// portal and hand out credentials directly (see feedback-no-invites in
+// memory).
+//
+// Chain:
+//   1. Fetch workspace invite hash (workspace-level setting) so
+//      signUpInWorkspace accepts our call — this is the same hash the
+//      public invite link uses but we consume it server-side.
+//   2. signUpInWorkspace(email, password, workspaceId, workspaceInviteHash)
+//      — creates the core.user row + the workspaceMember row. Returns
+//      a loginToken we throw away (admin has their own session).
+//   3. Look up the workspaceMember we just created, filtering by
+//      userEmail (the only field we have to go on).
+//   4. updateWorkspaceMember to set firstName / lastName.
+//   5. updateWorkspaceMemberRole to assign the role the admin picked.
+//   6. (optional) updateAgent to link the new member to a SIP seat if
+//      they're a CC agent.
+//
+// Errors from any step bubble up as a BadRequestException — the admin
+// sees the real GraphQL error message, which usually tells them
+// exactly what went wrong (email already exists, role not assignable,
+// etc).
+
+export type CreateMemberInput = {
+    firstName: string;
+    lastName: string;
+    email: string;
+    password: string;
+    roleId: string;
+    // Optional SIP seat link — set when the role is HelixEngage User
+    // (CC agent). Ignored otherwise.
+    agentId?: string | null;
+};
+
+export type CreatedMember = {
+    id: string;
+    userId: string;
+    userEmail: string;
+    firstName: string;
+    lastName: string;
+    roleId: string;
+    agentId: string | null;
+};
+
+// Update payload — name + role only. Email and password are not
+// touched (they need separate flows). SIP seat reassignment goes
+// through the Telephony step's updateAgent path, not here.
+export type UpdateMemberInput = {
+    firstName: string;
+    lastName: string;
+    roleId: string;
+};
+
+@Injectable()
+export class TeamService {
+    private readonly logger = new Logger(TeamService.name);
+    // Workspace invite hash is stable for the lifetime of the workspace
+    // — cache it after first fetch so subsequent creates skip the
+    // extra round-trip.
+    private cachedInviteHash: { workspaceId: string; inviteHash: string } | null = null;
+
+    constructor(
+        private platform: PlatformGraphqlService,
+        private session: SessionService,
+    ) {}
+
+    async createMember(input: CreateMemberInput): Promise<CreatedMember> {
+        const email = input.email.trim().toLowerCase();
+        const firstName = input.firstName.trim();
+        const lastName = input.lastName.trim();
+
+        if (!email || !firstName || !input.password || !input.roleId) {
+            throw new BadRequestException('email, firstName, password and roleId are required');
+        }
+
+        // Step 1 — fetch workspace id + invite hash
+        const ws = await this.getWorkspaceContext();
+
+        // Step 2 — create the user + workspace member via signUpInWorkspace
+        try {
+            await this.platform.query(
+                `mutation SignUpInWorkspace($email: String!, $password: String!, $workspaceId: UUID!, $workspaceInviteHash: String!) {
+                    signUpInWorkspace(
+                        email: $email,
+                        password: $password,
+                        workspaceId: $workspaceId,
+                        workspaceInviteHash: $workspaceInviteHash,
+                    ) {
+                        workspace { id }
+                    }
+                }`,
+                {
+                    email,
+                    password: input.password,
+                    workspaceId: ws.workspaceId,
+                    workspaceInviteHash: ws.inviteHash,
+                },
+            );
+        } catch (err) {
+            this.logger.warn(`signUpInWorkspace failed for ${email}: ${err}`);
+            throw new BadRequestException(this.extractGraphqlMessage(err));
+        }
+
+        // Step 3 — find the workspaceMember that just got created. We
+        // filter by userEmail since that's the only handle we have.
+        // Plural query + client-side pick so we don't rely on a
+        // specific filter shape.
+        const membersData = await this.platform.query<{
+            workspaceMembers: { edges: { node: { id: string; userId: string; userEmail: string } }[] };
+        }>(
+            `{ workspaceMembers { edges { node { id userId userEmail } } } }`,
+        );
+        const member = membersData.workspaceMembers.edges
+            .map((e) => e.node)
+            .find((m) => (m.userEmail ?? '').toLowerCase() === email);
+        if (!member) {
+            throw new BadRequestException(
+                'Workspace member was created but could not be located — retry in a few seconds',
+            );
+        }
+
+        // Step 4 — set their name. Note: the platform's
+        // updateWorkspaceMember mutation declares its `id` arg as
+        // `UUID!` (not `ID!`), and GraphQL refuses to coerce between
+        // those scalars even though both hold the same string value.
+        // Same applies to updateAgent below — verified via __schema
+        // introspection. Pre-existing code in platform-graphql.service
+        // still uses `ID!` for updateLead; that's a separate latent
+        // bug that's untouched here so the diff stays focused on the
+        // team-create failure.
+        try {
+            await this.platform.query(
+                `mutation UpdateWorkspaceMember($id: UUID!, $data: WorkspaceMemberUpdateInput!) {
+                    updateWorkspaceMember(id: $id, data: $data) { id }
+                }`,
+                {
+                    id: member.id,
+                    data: {
+                        name: { firstName, lastName },
+                    },
+                },
+            );
+        } catch (err) {
+            this.logger.warn(`updateWorkspaceMember name failed for ${member.id}: ${err}`);
+            // Non-fatal — the account exists, just unnamed. Surface it
+            // anyway so the admin can fix in settings.
+            throw new BadRequestException(this.extractGraphqlMessage(err));
+        }
+
+        // Step 5 — assign role
+        try {
+            await this.platform.query(
+                `mutation AssignRole($workspaceMemberId: UUID!, $roleId: UUID!) {
+                    updateWorkspaceMemberRole(workspaceMemberId: $workspaceMemberId, roleId: $roleId) {
+                        id
+                    }
+                }`,
+                { workspaceMemberId: member.id, roleId: input.roleId },
+            );
+        } catch (err) {
+            this.logger.warn(`updateWorkspaceMemberRole failed for ${member.id}: ${err}`);
+            throw new BadRequestException(this.extractGraphqlMessage(err));
+        }
+
+        // Step 6 — (optional) link SIP seat
+        if (input.agentId) {
+            try {
+                await this.platform.query(
+                    `mutation LinkAgent($id: UUID!, $data: AgentUpdateInput!) {
+                        updateAgent(id: $id, data: $data) { id workspaceMemberId }
+                    }`,
+                    {
+                        id: input.agentId,
+                        data: { workspaceMemberId: member.id },
+                    },
+                );
+            } catch (err) {
+                this.logger.warn(`updateAgent link failed for agent ${input.agentId}: ${err}`);
+                throw new BadRequestException(this.extractGraphqlMessage(err));
+            }
+        }
+
+        // Cache the plaintext temp password in Redis (24h TTL) so the
+        // wizard's right-pane copy icon keeps working after a browser
+        // refresh. The password is also stored hashed on the platform
+        // (used for actual login auth) — this Redis copy exists ONLY
+        // so the admin can recover the plaintext to share with the
+        // employee. Expires automatically; no plaintext persists past
+        // 24h. Trade-off accepted because the plan is to force a
+        // password reset on first login (defense in depth).
+        try {
+            await this.session.setCache(
+                tempPasswordKey(member.id),
+                input.password,
+                TEMP_PASSWORD_TTL_SECONDS,
+            );
+        } catch (err) {
+            this.logger.warn(`Failed to cache temp password for ${member.id}: ${err}`);
+            // Non-fatal — admin can still copy from session memory
+            // before page reload. We just lose the post-reload
+            // recovery path for this one member.
+        }
+
+        this.logger.log(
+            `Created member ${email} (id=${member.id}) role=${input.roleId} agent=${input.agentId ?? 'none'}`,
+        );
+
+        return {
+            id: member.id,
+            userId: member.userId,
+            userEmail: email,
+            firstName,
+            lastName,
+            roleId: input.roleId,
+            agentId: input.agentId ?? null,
+        };
+    }
+
+    // Read the cached temp password for a member, if it's still
+    // within its 24h TTL. Returns null on miss (cache expired, member
+    // never created via this endpoint, or Redis unreachable). The
+    // wizard's copy icon falls back to this when the in-browser
+    // memory was wiped by a page reload.
+    async getTempPassword(memberId: string): Promise<string | null> {
+        if (!memberId) return null;
+        try {
+            return await this.session.getCache(tempPasswordKey(memberId));
+        } catch (err) {
+            this.logger.warn(`Failed to read temp password cache for ${memberId}: ${err}`);
+            return null;
+        }
+    }
+
+    // Update an existing workspace member — name + role only.
+    // Mirrors the create path's mutation chain but skips signUp,
+    // member lookup, and the SIP seat link. Errors bubble up as
+    // BadRequestException so the admin sees the real GraphQL message.
+    async updateMember(memberId: string, input: UpdateMemberInput): Promise<{ id: string }> {
+        const firstName = input.firstName.trim();
+        const lastName = input.lastName.trim();
+
+        if (!memberId || !firstName || !input.roleId) {
+            throw new BadRequestException('memberId, firstName and roleId are required');
+        }
+
+        // Step 1 — set their name
+        try {
+            await this.platform.query(
+                `mutation UpdateWorkspaceMember($id: UUID!, $data: WorkspaceMemberUpdateInput!) {
+                    updateWorkspaceMember(id: $id, data: $data) { id }
+                }`,
+                {
+                    id: memberId,
+                    data: {
+                        name: { firstName, lastName },
+                    },
+                },
+            );
+        } catch (err) {
+            this.logger.warn(`updateWorkspaceMember name failed for ${memberId}: ${err}`);
+            throw new BadRequestException(this.extractGraphqlMessage(err));
+        }
+
+        // Step 2 — assign role (idempotent — same call as the create
+        // path so changing role from X to X is a no-op).
+        try {
+            await this.platform.query(
+                `mutation AssignRole($workspaceMemberId: UUID!, $roleId: UUID!) {
+                    updateWorkspaceMemberRole(workspaceMemberId: $workspaceMemberId, roleId: $roleId) {
+                        id
+                    }
+                }`,
+                { workspaceMemberId: memberId, roleId: input.roleId },
+            );
+        } catch (err) {
+            this.logger.warn(`updateWorkspaceMemberRole failed for ${memberId}: ${err}`);
+            throw new BadRequestException(this.extractGraphqlMessage(err));
+        }
+
+        this.logger.log(`Updated member ${memberId} (name="${firstName} ${lastName}", role=${input.roleId})`);
+        return { id: memberId };
+    }
+
+    private async getWorkspaceContext(): Promise<{ workspaceId: string; inviteHash: string }> {
+        if (this.cachedInviteHash) return this.cachedInviteHash;
+        const data = await this.platform.query<{
+            currentWorkspace: {
+                id: string;
+                inviteHash: string;
+                isPublicInviteLinkEnabled: boolean;
+            };
+        }>(`{ currentWorkspace { id inviteHash isPublicInviteLinkEnabled } }`);
+
+        const ws = data.currentWorkspace;
+        if (!ws?.id || !ws?.inviteHash) {
+            throw new BadRequestException(
+                'Workspace is missing id/inviteHash — cannot create employees in-place',
+            );
+        }
+        if (!ws.isPublicInviteLinkEnabled) {
+            // signUpInWorkspace will reject us without this flag set.
+            // Surface a clear error instead of the platform's opaque
+            // "FORBIDDEN" response.
+            throw new BadRequestException(
+                'Workspace public invite link is disabled — enable it in workspace settings so the server can mint user accounts directly',
+            );
+        }
+        this.cachedInviteHash = { workspaceId: ws.id, inviteHash: ws.inviteHash };
+        return this.cachedInviteHash;
+    }
+
+    private extractGraphqlMessage(err: unknown): string {
+        const msg = (err as Error)?.message ?? 'Unknown error';
+        // PlatformGraphqlService wraps errors as `GraphQL error: [{...}]`.
+        // Pull out the first message so the admin sees something
+        // meaningful in the toast.
+        const match = msg.match(/"message":"([^"]+)"/);
+        return match ? match[1] : msg;
+    }
+}
diff --git a/src/widget/widget-chat.service.ts b/src/widget/widget-chat.service.ts
index 0d6c9d7..e3c9ea7 100644
--- a/src/widget/widget-chat.service.ts
+++ b/src/widget/widget-chat.service.ts
@@ -158,48 +158,28 @@ export class WidgetChatService {
         const kb = await this.getKnowledgeBase();
 
         // Branch context flips the tool-usage rules: no branch = must call
-        // pick_branch first; branch set = always pass it to branch-aware tools.
+        // pick_branch first; branch set = always pass it to branch-aware
+        // tools. We pre-render this block since the structure is dynamic
+        // and the template just slots it in via {{branchContext}}.
         const branchContext = selectedBranch
             ? [
                   `CURRENT BRANCH: ${selectedBranch}`,
                   `The visitor is interested in the ${selectedBranch} branch. You MUST pass branch="${selectedBranch}"`,
                   'to list_departments, show_clinic_timings, show_doctors, and show_doctor_slots every time.',
-              ]
+              ].join('\n')
             : [
                   'BRANCH STATUS: NOT SET',
                   'The visitor has not picked a branch yet. Before calling list_departments, show_clinic_timings,',
                   'show_doctors, or show_doctor_slots, you MUST call pick_branch first so the visitor can choose.',
                   'Only skip this if the user asks a pure general question that does not need branch-specific data.',
-              ];
+              ].join('\n');
 
-        return [
-            `You are a helpful, concise assistant for ${init.brand.name}.`,
-            `You are chatting with a website visitor named ${userName}.`,
-            '',
-            ...branchContext,
-            '',
-            'TOOL USAGE RULES (STRICT):',
-            '- When the user asks about departments, call list_departments and DO NOT also list departments in prose.',
-            '- When they ask about clinic timings, visiting hours, or "when is X open", call show_clinic_timings.',
-            '- When they ask about doctors in a department, call show_doctors and DO NOT also list doctors in prose.',
-            '- When they ask about a specific doctor\'s availability or want to book with them, call show_doctor_slots.',
-            '- When the conversation is trending toward booking, call suggest_booking.',
-            '- After calling a tool, DO NOT restate its contents in prose. At most write a single short sentence',
-            '  (under 15 words) framing the widget, or no text at all. The widget already shows the data.',
-            '- If you are about to write a bulleted or numbered list of departments, doctors, hours, or slots,',
-            '  STOP and call the appropriate tool instead.',
-            '- NEVER use markdown formatting (no **bold**, no *italic*, no bullet syntax). Plain text only in',
-            '  non-tool replies.',
-            '- NEVER invent or mention specific dates in prose or tool inputs. The server owns "today".',
-            '  If the visitor asks about a future date, tell them to use the Book tab\'s date picker.',
-            '',
-            'OTHER RULES:',
-            '- Answer other questions (directions, general info) concisely in prose.',
-            '- If you do not know something, say so and suggest they call the hospital.',
-            '- Never quote prices. No medical advice. For clinical questions, defer to a doctor.',
-            '',
-            kb,
-        ].join('\n');
+        return this.aiConfig.renderPrompt('widgetChat', {
+            hospitalName: init.brand.name,
+            userName,
+            branchContext,
+            knowledgeBase: kb,
+        });
     }
 
     // Streams the assistant reply as an async iterable of UIMessageChunk-shaped
@@ -213,13 +193,15 @@ export class WidgetChatService {
         const platform = this.platform;
         const widgetSvc = this.widget;
 
-        // Small helper: does a doctor's clinic match the branch filter?
-        // Case-insensitive substring match so "Indiranagar" matches
-        // "Indiranagar Clinic" etc.
+        // Branch-matching now uses the doctor's full `clinics` array
+        // (NormalizedDoctor) since one doctor can visit multiple
+        // clinics under the post-rework data model. doctorMatchesBranch
+        // returns true if ANY of their visit-slot clinics matches.
         const matchesBranch = (d: any, branch: string | undefined): boolean => {
             if (!branch) return true;
-            const clinicName = String(d.clinic?.clinicName ?? '').toLowerCase();
-            return clinicName.includes(branch.toLowerCase());
+            const needle = branch.toLowerCase();
+            const clinics: Array<{ clinicName: string }> = d.clinics ?? [];
+            return clinics.some((c) => c.clinicName.toLowerCase().includes(needle));
         };
 
         const tools = {
@@ -229,23 +211,37 @@ export class WidgetChatService {
                 inputSchema: z.object({}),
                 execute: async () => {
                     const doctors = await widgetSvc.getDoctors();
-                    const byBranch = new Map<string, { doctorCount: number; departments: Set<string> }>();
+                    // Branches come from the union of all doctors'
+                    // visit-slot clinics. Each (clinic × doctor) pair
+                    // counts once toward that branch's doctor count;
+                    // we use a Set on doctor ids to avoid double-
+                    // counting the same doctor against the same branch
+                    // when they have multiple slots there.
+                    const byBranch = new Map<
+                        string,
+                        { doctorIds: Set<string>; departments: Set<string> }
+                    >();
                     for (const d of doctors) {
-                        const name = d.clinic?.clinicName?.trim();
-                        if (!name) continue;
-                        if (!byBranch.has(name)) {
-                            byBranch.set(name, { doctorCount: 0, departments: new Set() });
+                        for (const c of d.clinics ?? []) {
+                            const name = c.clinicName?.trim();
+                            if (!name) continue;
+                            if (!byBranch.has(name)) {
+                                byBranch.set(name, {
+                                    doctorIds: new Set(),
+                                    departments: new Set(),
+                                });
+                            }
+                            const entry = byBranch.get(name)!;
+                            if (d.id) entry.doctorIds.add(d.id);
+                            if (d.department) entry.departments.add(String(d.department).replace(/_/g, ' '));
                         }
-                        const entry = byBranch.get(name)!;
-                        entry.doctorCount += 1;
-                        if (d.department) entry.departments.add(String(d.department).replace(/_/g, ' '));
                     }
                     return {
                         branches: Array.from(byBranch.entries())
                             .sort(([a], [b]) => a.localeCompare(b))
-                            .map(([name, { doctorCount, departments }]) => ({
+                            .map(([name, { doctorIds, departments }]) => ({
                                 name,
-                                doctorCount,
+                                doctorCount: doctorIds.size,
                                 departmentCount: departments.size,
                             })),
                     };
diff --git a/src/widget/widget.service.ts b/src/widget/widget.service.ts
index c27bfb1..53434ad 100644
--- a/src/widget/widget.service.ts
+++ b/src/widget/widget.service.ts
@@ -3,6 +3,7 @@ import { PlatformGraphqlService } from '../platform/platform-graphql.service';
 import { ConfigService } from '@nestjs/config';
 import type { WidgetInitResponse, WidgetBookRequest, WidgetLeadRequest } from './widget.types';
 import { ThemeService } from '../config/theme.service';
+import { DOCTOR_VISIT_SLOTS_FRAGMENT, normalizeDoctors, type NormalizedDoctor } from '../shared/doctor-utils';
 
 // Dedup window: any lead created for this phone within the last 24h is
 // considered the same visitor's lead — chat + book + contact by the same
@@ -131,16 +132,22 @@ export class WidgetService {
         };
     }
 
-    async getDoctors(): Promise<any[]> {
+    // Returns NormalizedDoctor[] — the raw GraphQL fields plus three
+    // derived bridge fields (`clinics`, `clinic`, `visitingHours`)
+    // built from the visit-slots reverse relation. See
+    // shared/doctor-utils.ts for the rationale and the format of the
+    // visiting-hours summary string.
+    async getDoctors(): Promise<NormalizedDoctor[]> {
         const data = await this.platform.queryWithAuth<any>(
             `{ doctors(first: 50) { edges { node {
-                id name fullName { firstName lastName } department specialty visitingHours
+                id name fullName { firstName lastName } department specialty
                 consultationFeeNew { amountMicros currencyCode }
-                clinic { clinicName }
+                ${DOCTOR_VISIT_SLOTS_FRAGMENT}
             } } } }`,
             undefined, this.auth,
         );
-        return data.doctors.edges.map((e: any) => e.node);
+        const raws = data.doctors.edges.map((e: any) => e.node);
+        return normalizeDoctors(raws);
     }
 
     async getSlots(doctorId: string, date: string): Promise<any> {