ML model hosting platform. Run open-source models via API with auto-scaling and pay-per-use pricing.
Open the editable plan instantly, or carry its requirements into a generated system Architecture.
| Category | Requirement | Target |
|---|---|---|
| Performance | Cold start | < 10s for first prediction (GPU warm-up) |
| Scalability | GPU scaling | Auto-scale from 0 to 100+ GPUs per model |
| Availability | API | 99.9% for predictions |
| Security | Model isolation | Container-level isolation per prediction |
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.