> ## Documentation Index
> Fetch the complete documentation index at: https://docs.anycrm.anyreach.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Generate Call Intelligence

Gated by the `ai.sales_intel_calls` config feature flag — a `403` names the flag when disabled.

Synchronous. Still heuristic today, not a full LLM analysis — MEDDICC scores are derived from transcript length as a placeholder, not real scoring.

### Auth

Requires a CRM manage [scope](/authentication#scopes) and an active organization on the token. Any `*:manage` scope qualifies — in practice `contacts:manage`, `deals:manage`, `companies:manage`, or `activities:manage`.

### Response (payload)

`{schema_version, executive_summary: {deal_health_score, top_3_wins, top_3_risks, immediate_actions}, meddicc: {metrics, economic_buyer, decision_criteria, decision_process, identify_pain, champion} (each {score, evidence, gaps}), rep_coaching, deal_context: {stage_analysis, competitive_landscape}, stakeholders, buying_committee_map, competitive_plan, roleplay_scenarios, deal_narrative: {text}, stub: true, transcript_chars}`

Wrapped as `201 {success, id, payload, generated_at, source}`.

### Errors

| Status | Cause                                           |
| ------ | ----------------------------------------------- |
| `400`  | Activity is not of type `meeting`.              |
| `404`  | Activity not found, or not linked to this deal. |


## OpenAPI

````yaml POST /deals/{deal_id}/sales-intel/calls/{activity_id}/generate
openapi: 3.1.0
info:
  title: anycrm-api
  version: 0.0.1
servers: []
security: []
tags:
  - name: Customer Intelligence
    description: >-
      Company research and ICP-fit scoring — create a research run, track its
      progress, and read back scored companies as leads.
  - name: Outreach
    description: >-
      The cold-email management console — domains, mailboxes, and campaigns — as
      a thin control plane over the SalesForge stack.
  - name: AnyCard
    description: >-
      Authenticated CRUD for AnyCard, the org's digital business-card /
      lead-capture product.
  - name: AnyCard Events
    description: >-
      Event-attribution analytics for AnyCard — which captured leads converted,
      broken down by source, owner, and deal.
  - name: AnyCard Share Links
    description: >-
      Unauthenticated endpoints reached by anyone who scans a QR code or opens a
      shared AnyCard link.
  - name: AI
    description: >-
      A streaming (SSE) AI chat endpoint with account-commit actions it can take
      on the caller's behalf.
  - name: Analytics Assistant
    description: >-
      The natural-language analytics assistant — a guarded text-to-SQL loop
      (SSE) that answers ad-hoc questions over the org's CRM data as a
      least-privilege, read-only database role.
  - name: Account Readiness
    description: >-
      Account Readiness Profiles — AI-scored signals on whether an account is
      ready for outreach or expansion, computed via a Temporal workflow.
  - name: Integrations
    description: >-
      Pipedream Connect — issuing connect tokens and managing the org's
      connected third-party accounts.
  - name: Feedback
    description: >-
      User-submitted platform feedback (bug reports, feature requests) — global,
      not scoped to one organization.
  - name: Public Media
    description: >-
      Unauthenticated image reads for publicly-embeddable assets (card photos,
      inline email images) — allowlisted by key shape; everything else in the
      storage bucket stays private.
  - name: Service Health
    description: Service liveness.
paths:
  /deals/{deal_id}/sales-intel/calls/{activity_id}/generate:
    post:
      tags:
        - Deals
      summary: Generate Sales Intel Call
      operationId: >-
        generate_sales_intel_call_deals__deal_id__sales_intel_calls__activity_id__generate_post
      parameters:
        - name: deal_id
          in: path
          required: true
          schema:
            type: string
            description: The deal's id.
            title: Deal Id
          description: The deal's id.
        - name: activity_id
          in: path
          required: true
          schema:
            type: string
            description: The meeting activity's id.
            title: Activity Id
          description: The meeting activity's id.
      responses:
        '201':
          description: Successful Response
          content:
            application/json:
              schema: {}
        '422':
          description: Validation Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/HTTPValidationError'
      security:
        - HTTPBearer: []
components:
  schemas:
    HTTPValidationError:
      properties:
        detail:
          items:
            $ref: '#/components/schemas/ValidationError'
          type: array
          title: Detail
      type: object
      title: HTTPValidationError
    ValidationError:
      properties:
        loc:
          items:
            anyOf:
              - type: string
              - type: integer
          type: array
          title: Location
        msg:
          type: string
          title: Message
        type:
          type: string
          title: Error Type
      type: object
      required:
        - loc
        - msg
        - type
      title: ValidationError
  securitySchemes:
    HTTPBearer:
      type: http
      scheme: bearer

````