> ## Documentation Index > Fetch the complete documentation index at: https://docs.aioncx.com/llms.txt > Use this file to discover all available pages before exploring further. # Publish an authorized forecast configuration > Requires mcp:schedules:write and the explicit mcp:schedules:publish grant, plus the issuer’s current native and referenced-source authority. The same grant is rechecked when a saved setup assessment publishes a forecast configuration. ## OpenAPI ````yaml /api-reference/workforce/openapi.json post /api/v1/workforce/forecast-groups openapi: 3.1.0 info: title: Atlas workforce API version: 2026-10-preview description: >- Authenticated workforce staffing-to-draft operations. Released together with matching MCP operations. Deploy the reviewed native guard migrations before enabling this feature. servers: - url: / security: - AtlasIntegrationBearer: [] paths: /api/v1/workforce/forecast-groups: post: summary: Publish an authorized forecast configuration description: >- Requires mcp:schedules:write and the explicit mcp:schedules:publish grant, plus the issuer’s current native and referenced-source authority. The same grant is rechecked when a saved setup assessment publishes a forecast configuration. operationId: publish_forecast_group parameters: - name: X-Workspace-Id in: header required: true schema: type: string format: uuid description: >- Selector within saved grants and current issuer authority; never grants authority. - name: Idempotency-Key in: header required: true schema: type: string format: uuid description: Retain the exact key and body across retries and transports. requestBody: required: true content: application/json: schema: $ref: '#/components/schemas/ForecastGroupPublication' responses: '200': description: >- Authorized native result. Configuration success does not establish operational readiness. content: application/json: schema: $ref: '#/components/schemas/NativeEvidence' '400': description: Missing or malformed transport fields content: application/json: schema: $ref: '#/components/schemas/Error' '401': description: Missing, invalid or expired bearer content: application/json: schema: $ref: '#/components/schemas/Error' '403': description: Saved grant or current authority denied content: application/json: schema: $ref: '#/components/schemas/Error' '404': description: Scoped resource not found content: application/json: schema: $ref: '#/components/schemas/Error' '409': description: Stale source/revision or conflicting request content: application/json: schema: $ref: '#/components/schemas/Error' '413': description: Body exceeds 64 KiB content: application/json: schema: $ref: '#/components/schemas/Error' '422': description: Invalid or unsupported input content: application/json: schema: $ref: '#/components/schemas/Error' '429': description: Concurrent compute limit; retry after 5 seconds content: application/json: schema: $ref: '#/components/schemas/Error' '503': description: Required evidence or service unavailable content: application/json: schema: $ref: '#/components/schemas/Error' components: schemas: ForecastGroupPublication: type: object properties: forecastGroupId: anyOf: - type: string format: uuid pattern: >- ^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$ - type: 'null' expectedRevision: type: integer minimum: 0 maximum: 9007199254740991 operationKey: type: string minLength: 1 maxLength: 256 effectiveFrom: type: string format: date-time pattern: >- ^(?:(?:\d\d[2468][048]|\d\d[13579][26]|\d\d0[48]|[02468][048]00|[13579][26]00)-02-29|\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\d|30)|(?:02)-(?:0[1-9]|1\d|2[0-8])))T(?:(?:[01]\d|2[0-3]):[0-5]\d(?::[0-5]\d(?:\.\d+)?)?(?:Z|([+-](?:[01]\d|2[0-3]):[0-5]\d)))$ expectedSourceFingerprint: type: string pattern: ^[a-f0-9]{64}$ configuration: type: object properties: name: type: string minLength: 1 maxLength: 120 ownerActorId: anyOf: - type: string format: uuid pattern: >- ^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$ - type: 'null' scope: type: object properties: objectType: type: string minLength: 1 objectId: anyOf: - type: string format: uuid pattern: >- ^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$ - type: 'null' filters: anyOf: - type: array items: type: object properties: targetType: type: string enum: - object - attribute - metric - time ref: type: string minLength: 1 operator: type: string enum: - eq - neq - in - not_in - gt - gte - lt - lte - between - contains - is_null - is_not_null value: anyOf: - anyOf: - type: string - type: number - type: boolean - type: array items: anyOf: - type: string - type: number - type: boolean - type: 'null' required: - targetType - ref - operator additionalProperties: false - type: object propertyNames: type: string minLength: 1 additionalProperties: anyOf: - anyOf: - type: string - type: number - type: boolean - type: array items: anyOf: - type: string - type: number - type: boolean - type: 'null' time: oneOf: - type: object properties: mode: type: string const: event_time required: - mode additionalProperties: false - type: object properties: mode: type: string const: reconstruction effectiveAt: type: string format: date-time pattern: >- ^(?:(?:\d\d[2468][048]|\d\d[13579][26]|\d\d0[48]|[02468][048]00|[13579][26]00)-02-29|\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\d|30)|(?:02)-(?:0[1-9]|1\d|2[0-8])))T(?:(?:[01]\d|2[0-3]):[0-5]\d(?::[0-5]\d(?:\.\d+)?)?(?:Z|([+-](?:[01]\d|2[0-3]):[0-5]\d)))$ required: - mode - effectiveAt additionalProperties: false required: - objectType - objectId - filters additionalProperties: false demand: anyOf: - anyOf: - type: object properties: mode: type: string enum: - prediction - manual prediction_definition_id: anyOf: - type: string minLength: 1 - type: 'null' queue_object_record_id: anyOf: - type: string minLength: 1 - type: 'null' aht_seconds: type: number exclusiveMinimum: 0 aht_source: type: string enum: - config - forecast service_level: type: object properties: pct: type: number exclusiveMinimum: 0 maximum: 100 seconds: type: number minimum: 0 required: - pct - seconds service_model: oneOf: - type: object properties: kind: type: string const: live_voice required: - kind additionalProperties: false - type: object properties: kind: type: string const: concurrent_messaging average_conversation_seconds: type: number exclusiveMinimum: 0 max_concurrent_conversations_per_person: type: number exclusiveMinimum: 0 required: - kind - average_conversation_seconds - max_concurrent_conversations_per_person additionalProperties: false - type: object properties: kind: type: string const: backlog opening_backlog_work_seconds: type: number minimum: 0 rework_rate: type: number minimum: 0 maximum: 1 due_work_rate: type: number minimum: 0 maximum: 1 required: - kind - opening_backlog_work_seconds - rework_rate - due_work_rate additionalProperties: false - type: object properties: kind: type: string const: ai service_seconds_per_attempt: type: number exclusiveMinimum: 0 tokens_per_attempt: type: number minimum: 0 max_concurrency: type: number exclusiveMinimum: 0 request_limit: anyOf: - type: number minimum: 0 - type: 'null' token_limit: anyOf: - type: number minimum: 0 - type: 'null' attempt_success_rate: type: number minimum: 0 maximum: 1 max_retries: type: integer minimum: 0 maximum: 9007199254740991 escalation_rate: type: number minimum: 0 maximum: 1 human_seconds_per_escalation: type: number minimum: 0 required: - kind - service_seconds_per_attempt - tokens_per_attempt - max_concurrency - request_limit - token_limit - attempt_success_rate - max_retries - escalation_rate - human_seconds_per_escalation additionalProperties: false shrinkage_pct: default: 0 type: number minimum: 0 exclusiveMaximum: 100 occupancy_cap_pct: anyOf: - type: number exclusiveMinimum: 0 maximum: 100 - type: 'null' min_agents: anyOf: - type: integer minimum: 0 maximum: 9007199254740991 - type: 'null' manual_volume_profile: anyOf: - type: object propertyNames: type: string pattern: ^(sun|mon|tue|wed|thu|fri|sat)$ additionalProperties: type: array items: type: number minimum: 0 - type: 'null' required: - mode - aht_seconds - service_level - type: object properties: mode: type: string const: 'off' required: - mode - type: 'null' calendarId: anyOf: - type: string format: uuid pattern: >- ^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$ - type: 'null' serviceTargetId: anyOf: - type: string format: uuid pattern: >- ^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$ - type: 'null' grainMinutes: type: integer exclusiveMinimum: 0 maximum: 240 planningTimezone: type: string reportingTimezone: type: string horizonDays: type: integer exclusiveMinimum: 0 maximum: 730 cadence: anyOf: - type: object properties: localTime: type: string pattern: ^(?:[01]\d|2[0-3]):[0-5]\d$ required: - localTime additionalProperties: false - type: 'null' required: - name - ownerActorId - scope - demand - calendarId - serviceTargetId - grainMinutes - planningTimezone - reportingTimezone - horizonDays additionalProperties: false required: - forecastGroupId - expectedRevision - effectiveFrom - configuration additionalProperties: false NativeEvidence: type: object description: >- Native domain evidence. Inspect state, errors, source_context and result; an issued request is not a committed schedule. additionalProperties: true Error: type: object properties: error: type: object properties: code: type: string message: type: string details: {} required: - code - message additionalProperties: false required: - error additionalProperties: false securitySchemes: AtlasIntegrationBearer: type: http scheme: bearer bearerFormat: atlas_mcp_ description: >- Existing Atlas integration connection with explicit api:connect plus appropriate native domain grants. atlas_ingest_ and browser cookies are not accepted. ```` This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.