The outcome

Process authorized 3D requests without losing outputs, leaking references, overspending credits, or accepting broken files.

Step by step

A workflow you can repeat.

  1. 01

    Review current API version, plan rights, attribution, privacy, training use, output retention, formats, credit costs, rate limits, and prohibited content.

  2. 02

    Keep tokens server-side, authenticate owners, validate image and prompt rights, reject sensitive personal data, strip metadata, and isolate source and output storage.

  3. 03

    Create idempotent preview tasks, poll with backoff and timeout, refine only approved geometry, cap retries and spend, and download expiring assets immediately.

  4. 04

    Parse and validate file type, geometry, bounds, scale, normals, materials, textures, polygon count, UVs, rig, animations, malware, and visual similarity before acceptance.

  5. 05

    Test cancellation, partial failure, duplicate callbacks, provider outage, credit reconciliation, deletion, key rotation, license records, manual-review routing, and rollback.

Working standard

What good use looks like.

  • Download API outputs before expiry.
  • Refine only approved previews.
  • Validate geometry programmatically and visually.

Official references

Check the current product documentation.