The outcome

Generate reviewable media without leaking inputs, accepting unsafe output, losing task state, or publishing automatically.

Step by step

A workflow you can repeat.

  1. 01

    Define the audience, concept, modalities, input rights, identity and likeness rules, prohibited content, model terms, quality, disclosure, retention, cost, and approval gates.

  2. 02

    Keep API keys server-side, validate and minimize uploads, strip metadata, isolate tenants, use authenticated callback URLs, and store source rights and consent evidence.

  3. 03

    Submit an allowlisted model with pinned parameters, idempotency, timeout, retry and spend limits, then persist task IDs and verify every callback before updating state.

  4. 04

    Quarantine outputs for automated and human review of safety, identity, similarity, text, artifacts, factual claims, model terms, disclosure, and technical format.

  5. 05

    Download approved assets to controlled storage, remove temporary links, retain provenance, and test duplicate callbacks, partial failure, expiry, deletion, key rotation, and rollback.

Working standard

What good use looks like.

  • Authenticate every callback.
  • Bind inputs to rights evidence.
  • Block automatic publication.

Official references

Check the current product documentation.