Workflow run succeededEXECUTED

AI hiring surge → enrich & rescore

Executed by the GTMOS workflow engine. Every step's input, output, attempts and logs are persisted below.

Status

succeeded

attempt 1

Account

Kestrel Analytics

Duration

117 ms

3 steps

Retried steps

needed >1 attempt

Started

Oct 13, 12:14 AM

6d ago

Finished

Oct 13, 12:14 AM

6d ago

Step timeline

Executed in order; a failed step stops the run and later steps are skipped until retried

1
Enrich Accountenrichsucceeded1/3 attempts20 ms
Output
status
succeeded
simulated
true
cost_credits
2.25
fields_changed
[]
enrichment_run_id
de2906d9-0896-4855-925e-c06b238e9947
- 04:19:44infoattempt 1: succeeded
2
Recalculate Scorerescoresucceeded1/3 attempts42 ms
Output
grade
A
score_after
98
score_before
98
- 04:19:44infoattempt 1: succeeded
3
Identify Buying Committeecommitteesucceeded1/3 attempts43 ms
Output
roles_filled
champion, economic_buyer, end_user, executive_sponsor, technical_evaluator
- 04:19:44infoattempt 1: succeeded

Identity & idempotency

Workflow: AI hiring surge → enrich & rescore v1
Correlation id: 0fbe7193ebb94cb8
Idempotency key: wf:ai-hiring-surge-enrichment:v1:signal.created:e7cabcad-0350-5bd8-bf03-12ef6a1f0dcb
Run id: 7efeeebd-2329-48c0-9d5f-9078fee9a00a

The idempotency key is workflow : version : trigger type : event id and is unique in Postgres, so a re-delivered webhook or a double click cannot start a second run for the same event. The correlation id ties this run to the CRM syncs, drafts and audit events it produced.

Conditions

Evaluated against the account when the run was created

Grade is one of A, B, C
actual: Apass

Trigger event

Type: signal.created
Event id: e7cabcad-0350-5bd8-bf03-12ef6a1f0dcb
Received: Oct 13, 12:14 AM

Event payload

{
  "type": "signal.created",
  "signal": {
    "id": "e7cabcad-0350-5bd8-bf03-12ef6a1f0dcb",
    "title": "14 open AI/ML roles",
    "observed_at": "2026-10-13T00:00:00+00:00",
    "signal_type": "ai_hiring_surge"
  },
  "event_id": "e7cabcad-0350-5bd8-bf03-12ef6a1f0dcb",
  "backdated": true
}

Guarantees

Idempotent. One run per trigger event and workflow version.
Resumable. Retrying keeps succeeded steps and resumes at the failed one.
Retries with backoff. Transient errors retry per step up to max attempts with exponential backoff.
Dead letter. Exhausted retries park the run for a human instead of dropping it.

{ "type": "signal.created", "signal": { "id": "e7cabcad-0350-5bd8-bf03-12ef6a1f0dcb", "title": "14 open AI/ML roles", "observed_at": "2026-10-13T00:00:00+00:00", "signal_type": "ai_hiring_surge" }, "event_id": "e7cabcad-0350-5bd8-bf03-12ef6a1f0dcb", "backdated": true }