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Async workers

Heavy workloads belong in job processors, not the API.

Risk jobs, market ingestion, reports, and notifications run in separate workers for safety and scalability.

What runs asynchronously

Risk analytics

Jobs

VaR, stress, scenarios

Market ingestion

Pipelines

Snapshots and refresh

Reporting

Exports

PDF/Excel artifacts

Notifications

Fanout

Alerts and ops signals

Production-safe boundaries

Web enqueues only illustration

Web enqueues only

Next.js app does not process queues.

Idempotent handlers illustration

Idempotent handlers

Safe retries and dedupe keys.

Backoff + timeouts illustration

Backoff + timeouts

Integration boundaries are guarded.

Queue monitoring illustration

Queue monitoring

Operational visibility for stuck jobs.

Correlation IDs illustration

Correlation IDs

Connect jobs to API actions and audits.

Extraction-ready illustration

Extraction-ready

Workers can become separate services later.

Want to see a job trace?

We can show a full run from API action → job enqueue → processor → artifact publish.

Request demo

Related pages

Cross-links across the public site for architecture, trust, specialty modules, and rollout.