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

# Simulate a change in a run

> Simulate a change in a run.

Affects only resources owned by this run. Funding is synthetic and requires Owner billing authority. Receipt changes publish new normalized data versions. Evaluation advances the selected monitor to its next evaluation immediately without changing server time, token expiry or billing periods. resume\_credits clears the explicit insufficient-credit test condition after simulated funding. See [Sandbox scenarios](https://docs.amlok.io/api-reference/sandbox-journeys.md) for permissions, fixture coverage, expected results, delivery controls and limitations. The autopay payment outcome tests a synthetic balance of CAD 199 against a CAD 200 threshold, creating a CAD 1,000 simulated top-up. It does not change saved auto-pay settings or deduct funds to force the actual Sandbox balance below the threshold. Source changes require connections:write; evaluation requires signal:write; credit recovery requires insights:write and Owner billing authority.

Examples use synthetic IDs. Replace them with values returned by your environment.


## OpenAPI

````yaml openapi/amlok.json POST /v1/sandbox/runs/{id}/actions
openapi: 3.1.0
info:
  title: AMLOK API
  version: 1.0.0
  description: >-
    AMLOK API: borrower connections, Insights origination, immutable risk
    packages and Signal monitoring. Use your institution-issued API origin.
servers: []
security:
  - BearerAuth: []
tags:
  - name: Sandbox
    description: Reproducible developer scenarios with synthetic data and money.
paths:
  /v1/sandbox/runs/{id}/actions:
    post:
      tags:
        - Sandbox
      summary: Simulate a change in a run
      description: >-
        Affects only resources owned by this run. Funding is synthetic and
        requires Owner billing authority. Receipt changes publish new normalized
        data versions. Evaluation advances the selected monitor to its next
        evaluation immediately without changing server time, token expiry or
        billing periods. resume_credits clears the explicit insufficient-credit
        test condition after simulated funding. See [Sandbox
        scenarios](/api-reference/sandbox-journeys) for permissions, fixture
        coverage, expected results, delivery controls and limitations. The
        autopay payment outcome tests a synthetic balance of CAD 199 against a
        CAD 200 threshold, creating a CAD 1,000 simulated top-up. It does not
        change saved auto-pay settings or deduct funds to force the actual
        Sandbox balance below the threshold. Source changes require
        connections:write; evaluation requires signal:write; credit recovery
        requires insights:write and Owner billing authority.
      operationId: simulateSandboxAction
      parameters:
        - name: id
          in: path
          required: true
          schema:
            type: string
            minLength: 1
        - name: Idempotency-Key
          in: header
          required: true
          schema:
            type: string
            minLength: 1
          description: >-
            Stable for one intended command and its retries, scoped to key
            workspace/environment and operation. Mismatched body returns 409.
            Full response replay 24 hours; durable receipt remains.
        - name: X-AMLOK-Sandbox-Scenario
          in: header
          required: false
          schema:
            type: string
            enum:
              - happy_path
              - source_reauthorization
              - document_required
              - missing_financial_input
              - restricted_report
              - provider_failure
              - insufficient_credits
              - monitoring_alert
              - payment_return
              - export_failure
          description: >-
            Sandbox-only deterministic test scenario on borrower creation,
            persisted for that borrower. On other operations or any Live
            request, reject before side effects with 400 sandbox_only. Omit for
            happy_path.
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/SimulateSandboxActionRequest'
            example:
              action: evaluate_monitor
              resource_id: mon_example
      responses:
        '200':
          description: Successful request
          content:
            application/json:
              schema:
                type: object
                properties:
                  data:
                    type: object
                    properties:
                      action:
                        enum:
                          - funding
                          - receipts_drop
                          - receipts_recover
                          - evaluate_monitor
                          - resume_credits
                      resource_id:
                        type:
                          - string
                          - 'null'
                      status:
                        type: string
                    required:
                      - action
                      - resource_id
                      - status
                    additionalProperties: false
                  meta:
                    $ref: '#/components/schemas/Meta'
                required:
                  - data
                  - meta
                additionalProperties: false
              example:
                data:
                  action: evaluate_monitor
                  resource_id: mon_example
                  status: queued
                meta:
                  request_id: req_example
                  schema_version: 1.0.0
                  environment: sandbox
        '400':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: validation_error
                  message: Validation error.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '401':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: unauthenticated
                  message: Unauthenticated.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '402':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: insufficient_credits
                  message: Insufficient credits.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '403':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: forbidden
                  message: Forbidden.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '404':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: not_found
                  message: Not found.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '409':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: idempotency_conflict
                  message: Idempotency conflict.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '410':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: cursor_expired
                  message: Cursor expired.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '413':
          description: >-
            Request exceeds the effective profile size limit or media type is
            unsupported. No command is accepted.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: payload_too_large
                  message: payload too large
                  retryable: false
                  request_id: req_synthetic
                  field: null
        '415':
          description: >-
            Request exceeds the effective profile size limit or media type is
            unsupported. No command is accepted.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: unsupported_media_type
                  message: unsupported media type
                  retryable: false
                  request_id: req_synthetic
                  field: null
        '422':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: validation_error
                  message: Validation error.
                  retryable: false
                  request_id: req_synthetic
                  field: null
          headers:
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '429':
          description: >-
            Rate budget, shared in-flight limit or ready-queue limit exceeded
            before admission. Retry-After is mandatory in whole seconds.
            Preserve command identity. No accepted receipt or charge is created.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: rate_limited
                  message: Rate limited.
                  retryable: true
                  request_id: req_synthetic
                  field: null
          headers:
            Retry-After:
              description: Minimum delay in seconds before retry.
              schema:
                type: integer
                minimum: 0
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
        '503':
          description: >-
            Inspect structured error; retry only when retryable. 429 and 503 can
            include Retry-After.
          content:
            application/json:
              schema:
                type: object
                properties:
                  error:
                    $ref: '#/components/schemas/Error'
                required:
                  - error
                additionalProperties: false
              example:
                error:
                  code: temporarily_unavailable
                  message: Temporarily unavailable.
                  retryable: true
                  request_id: req_synthetic
                  field: null
          headers:
            Retry-After:
              description: Minimum delay in seconds before retry.
              schema:
                type: integer
                minimum: 0
            X-Request-ID:
              schema:
                type: string
                minLength: 1
              description: Same request ID as meta.request_id or error.request_id.
      security:
        - BearerAuth: []
      x-codeSamples:
        - lang: Shell
          label: cURL
          source: |-
            curl --request POST --fail-with-body --max-time 30 \
              "${AMLOK_API_BASE_URL}/v1/sandbox/runs/record_synthetic/actions" \
              --header "Authorization: Bearer ${AMLOK_API_KEY}" \
              --header 'Accept: application/json' \
              --header 'Idempotency-Key: simulateSandboxAction-synthetic-0042' \
              --header 'Content-Type: application/json' \
              --data '{"action":"evaluate_monitor","resource_id":"mon_example"}'
        - lang: Python
          source: >
            import os

            import requests


            headers = {'Accept': 'application/json', 'Idempotency-Key':
            'simulateSandboxAction-synthetic-0042', 'Content-Type':
            'application/json'}

            headers["Authorization"] = "Bearer " + os.environ["AMLOK_API_KEY"]

            response = requests.request('POST', os.environ["AMLOK_API_BASE_URL"]
            + '/v1/sandbox/runs/record_synthetic/actions', headers=headers,
            json={'action': 'evaluate_monitor', 'resource_id': 'mon_example'},
            timeout=30, allow_redirects=False)

            response.raise_for_status()

            print(response.json())
        - lang: JavaScript
          source: >
            const headers = {"Accept": "application/json", "Idempotency-Key":
            "simulateSandboxAction-synthetic-0042", "Content-Type":
            "application/json"};

            headers.Authorization = `Bearer ${process.env.AMLOK_API_KEY}`;

            const response = await fetch(process.env.AMLOK_API_BASE_URL +
            "/v1/sandbox/runs/record_synthetic/actions", {
              method: "POST", headers, redirect: "error", signal: AbortSignal.timeout(30000),
              body: JSON.stringify({"action": "evaluate_monitor", "resource_id": "mon_example"})
            });

            if (!response.ok) throw new Error(`HTTP ${response.status}: ${await
            response.text()}`);

            console.log(await response.json());
components:
  schemas:
    SimulateSandboxActionRequest:
      type: object
      properties:
        action:
          enum:
            - funding
            - receipts_drop
            - receipts_recover
            - evaluate_monitor
            - resume_credits
          description: >-
            Controlled Sandbox-only action. Referenced resources must belong to
            this run.
        resource_id:
          type: string
          description: Resource id for this Sandbox fixture.
        payment_outcome:
          enum:
            - card_success
            - card_declined
            - ach_pending
            - ach_settled
            - ach_returned
            - payment_refund
            - autopay
          description: >-
            Synthetic card, ACH, refund or auto-pay result. No real payment
            processor is contacted.
      required:
        - action
      additionalProperties: false
    Meta:
      type: object
      properties:
        request_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        schema_version:
          type: string
          minLength: 1
          description: >-
            Schema version for Meta. Constraints, requiredness and allowed
            values are defined by this schema.
        environment:
          type: string
          enum:
            - sandbox
            - live
          description: >-
            Environment for Meta. Constraints, requiredness and allowed values
            are defined by this schema.
      required:
        - request_id
        - schema_version
        - environment
      additionalProperties: false
    Error:
      type: object
      properties:
        code:
          type: string
          enum:
            - validation_error
            - unauthenticated
            - forbidden
            - not_found
            - invalid_state
            - idempotency_conflict
            - insufficient_credits
            - precondition_failed
            - cursor_expired
            - rate_limited
            - temporarily_unavailable
            - deal_snapshot_conflict
            - payload_too_large
            - unsupported_media_type
            - document_rejected
            - processing_failed
            - session_expired
            - consent_purpose_missing
            - sandbox_only
            - scenario_not_available
            - idempotency_result_expired
            - capacity_exceeded
            - queue_full
            - queue_wait_exceeded
            - processing_deadline_exceeded
            - response_too_large
            - export_too_large
            - export_expired
            - invalid_export_part
          description: >-
            Code for Error. Constraints, requiredness and allowed values are
            defined by this schema.
        message:
          type: string
          minLength: 1
          description: >-
            Message for Error. Constraints, requiredness and allowed values are
            defined by this schema.
        retryable:
          type: boolean
          description: >-
            Retryable for Error. Constraints, requiredness and allowed values
            are defined by this schema.
        request_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        field:
          anyOf:
            - type: string
              minLength: 1
            - type: 'null'
          description: >-
            Field for Error. Constraints, requiredness and allowed values are
            defined by this schema.
        capacity:
          $ref: '#/components/schemas/CapacityErrorDetail'
        recovery:
          $ref: '#/components/schemas/LargeResponseRecovery'
      required:
        - code
        - message
        - retryable
        - request_id
        - field
      additionalProperties: false
      allOf:
        - if:
            properties:
              code:
                const: response_too_large
          then:
            required:
              - recovery
            properties:
              retryable:
                const: false
        - if:
            properties:
              code:
                enum:
                  - capacity_exceeded
                  - queue_full
          then:
            required:
              - capacity
            properties:
              retryable:
                const: true
    CapacityErrorDetail:
      type: object
      properties:
        group:
          type: string
          enum:
            - http
            - origination
            - monitoring
            - export
        reason:
          type: string
          enum:
            - in_flight_limit
            - queue_full
        limit:
          type: integer
          minimum: 0
          maximum: 9007199254740991
          description: Effective admission limit.
        profile_id:
          type: string
          minLength: 1
        profile_version:
          type: string
          minLength: 1
      required:
        - group
        - reason
        - limit
        - profile_id
        - profile_version
      additionalProperties: false
    LargeResponseRecovery:
      type: object
      properties:
        export_request:
          $ref: '#/components/schemas/CreateExport'
        summary_available:
          type: boolean
        snapshot_expires_at:
          anyOf:
            - type: string
              minLength: 1
              format: date-time
            - type: 'null'
        data_checkpoint:
          anyOf:
            - $ref: '#/components/schemas/DataCheckpoint'
            - type: 'null'
      required:
        - export_request
        - summary_available
        - snapshot_expires_at
        - data_checkpoint
      additionalProperties: false
      description: >-
        Complete authorized export source captured before the failed response.
        Existing export scopes and source permissions still apply. Snapshot
        expiry is null for immutable package/record sources; create snapshot
        exports before expiry.
    CreateExport:
      type: object
      properties:
        kind:
          type: string
          enum:
            - risk_package
            - evidence
            - billing
            - data
          description: >-
            Kind for CreateExport. Constraints, requiredness and allowed values
            are defined by this schema.
        risk_package_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        evidence_set_id:
          type: string
          minLength: 1
          description: >-
            Opaque identifier, authorized within the API key workspace and
            environment.
        billing_report_type:
          type: string
          enum:
            - usage
            - credits
            - statements
            - funding
            - rates
            - workload
          description: >-
            Billing report type for CreateExport. Constraints, requiredness and
            allowed values are defined by this schema.
        window:
          $ref: '#/components/schemas/Window'
          description: >-
            Window for CreateExport. Constraints, requiredness and allowed
            values are defined by this schema.
        format:
          type: string
          enum:
            - json
            - csv
            - pdf
          description: >-
            Format for CreateExport. Constraints, requiredness and allowed
            values are defined by this schema.
        data_snapshot_id:
          type: string
          minLength: 1
          description: Opaque ID within the authorized workspace and environment.
        data_record_id:
          type: string
          minLength: 1
          description: >-
            Exact immutable DataRecord version, alternative to data_snapshot_id
            for kind=data.
      required:
        - kind
        - format
      additionalProperties: false
      oneOf:
        - properties:
            kind:
              const: risk_package
            format:
              type: string
              enum:
                - json
                - pdf
          required:
            - risk_package_id
          not:
            anyOf:
              - required:
                  - evidence_set_id
              - required:
                  - billing_report_type
              - required:
                  - window
              - required:
                  - data_snapshot_id
              - required:
                  - data_record_id
          title: Risk-package export
        - properties:
            kind:
              const: evidence
            format:
              type: string
              enum:
                - json
                - csv
          required:
            - evidence_set_id
          not:
            anyOf:
              - required:
                  - risk_package_id
              - required:
                  - billing_report_type
              - required:
                  - window
              - required:
                  - data_snapshot_id
              - required:
                  - data_record_id
          title: Evidence export
        - properties:
            kind:
              const: billing
            format:
              type: string
              enum:
                - json
                - csv
          required:
            - billing_report_type
            - window
          not:
            anyOf:
              - required:
                  - risk_package_id
              - required:
                  - evidence_set_id
              - required:
                  - data_snapshot_id
              - required:
                  - data_record_id
          title: Billing export
        - title: Collected data export
          properties:
            kind:
              const: data
            format:
              type: string
              enum:
                - json
                - csv
          required: []
          not:
            anyOf:
              - required:
                  - risk_package_id
              - required:
                  - evidence_set_id
              - required:
                  - billing_report_type
              - required:
                  - window
          oneOf:
            - required:
                - data_snapshot_id
              not:
                required:
                  - data_record_id
            - required:
                - data_record_id
              not:
                required:
                  - data_snapshot_id
    DataCheckpoint:
      type: object
      properties:
        snapshot_id:
          type: string
          minLength: 1
        as_of:
          type: string
          minLength: 1
          format: date-time
        changes_cursor:
          type: string
          minLength: 1
        expires_at:
          type: string
          minLength: 1
          format: date-time
      required:
        - snapshot_id
        - as_of
        - changes_cursor
        - expires_at
      additionalProperties: false
      description: >-
        Atomic data snapshot and feed boundary retained even when the first
        record exceeds the response limit.
    Window:
      type: object
      properties:
        start:
          type: string
          minLength: 1
          format: date-time
          description: >-
            Start for Window. Constraints, requiredness and allowed values are
            defined by this schema.
        end:
          type: string
          minLength: 1
          format: date-time
          description: >-
            End for Window. Constraints, requiredness and allowed values are
            defined by this schema.
      required:
        - start
        - end
      additionalProperties: false
      description: UTC interval [start, end). The server rejects end <= start.
  securitySchemes:
    BearerAuth:
      type: http
      scheme: bearer
      bearerFormat: API key
      description: >-
        Server-to-server API key bound to exactly one workspace, institution
        tenant and environment. No caller-supplied workspace override is
        accepted. Do not use in public browser code.

````

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