04Adopt
Use the AI tools
you already pay for.
I built Adopt to route work across an organisation’s existing AI tools. It connects task-level adoption evidence to decisions about which tools to keep, fix, or switch.
Live demoNext.js / TypeScript / Postgres
- Route
- Match a task to a licensed tool.
- Ledger
- See what people adopted or abandoned.
- Stack
- Compare seat use and overlapping tools.
- Shadow
- Record unapproved use and its cause.
The demo organisation is synthetic. Usage, capability scores, and seat prices are illustrative.
Four vendor connectors are built to documented endpoints. Endpoint checks pass; none has been verified against a live corporate tenant.
Adopt · AI Stack Control Plane · September 2026