ML platform with model hub, datasets, Spaces, Transformers library, and inference API.
Open the editable plan instantly, or carry its requirements into a generated system Architecture.
| Category | Requirement | Target |
|---|---|---|
| Performance | Model download | < 5s for cached model loading with Transformers |
| Scalability | Hub | 500K+ models, 100K+ datasets, petabytes of storage |
| Availability | Inference API | 99.9% for dedicated endpoints |
| Security | Enterprise | Private Hub, SSO, audit logs, compliance certifications |
A bounded client approval portal with tenant isolation, invitations, file review, and test-mode billing.
A feedback inbox that preserves evidence, groups duplicates, and helps owners approve a prioritized roadmap.
A bounded website monitor with evidence snapshots, meaningful comparisons, budgets, and failure visibility.
Open the editable Product Plan first, then carry it into Architecture and Plan & Ship when it is ready.