use case · agencies
Multi-project AI development, client-safe by default.
Why agencies care
- Per-project governance — Client A's policies do not bleed into Client B's workspace.
- Per-project BYO-key — provider spend is attributed cleanly to each engagement.
- Validation gates create defensible deliverables.
- File-level checkpoints make rollback trivial when a client review surfaces issues.