Build a backend-first control plane that governs automation and AI workflow execution with deterministic approval rules, usage limits, and auditability.
- Keep business rules deterministic and easy to explain.
- Prefer simple, explicit services over premature abstractions.
- Treat workflow execution policy as product logic, not infrastructure trivia.
- Avoid adding AI into decision-making paths that should stay auditable.
- organizations
- workflows
- plan restrictions
- approval queue
- execution decisions
- usage counters
- Replace in-memory storage with a persistent database.
- Add auth and tenant-aware access control.
- Add a small admin dashboard for approvals and logs.