What we can build for you
Capabilities, each with an app behind it.
Every capability below links to something you can open and use. A claim with nothing running behind it is just a claim.
Real-time voice AI
Sub-second speech pipelines that listen, reason and answer while handling interruption. Not an IVR tree with a nicer voice.
Proven by
- Browser mic to WebSocket, no telephony vendor lock-in
- Speech to text and back with barge-in support
- Function calls into live systems, so the conversation changes real state
- Local VAD and noise suppression, no extra round trip
Document intelligence
Turning the documents a business already has — PDFs, scans, recordings — into structured data you can query and chart.
Proven by
- Structural parsing first, model reading only where layout defies it
- Identity stripped before any text reaches a model, rehydrated locally after
- Validated output shapes, not free text you have to re-parse
- Multi-language, including right-to-left scripts
Retrieval and search
Finding the one right record in tens of thousands, then explaining why it is the right one.
Proven by
- Vector retrieval narrowing, model re-ranking
- Bulk extraction: one pass over a whole document, not one lookup at a time
- Answers cite the text that justifies them
Scheduling systems
Availability, booking, rescheduling and waitlists that stay correct when two people click at once.
Proven by
- Slot generation from recurring provider availability
- Transactional booking, so double-booking is impossible rather than unlikely
- Waitlist promotion and rescheduling flows
Production plumbing
The unglamorous half. Systems that survive contact with real traffic and real operators.
- Sliding-window rate limiting backed by the database, not memory
- Background workers for anything slower than a request
- Object storage, containerised deploys, health checks
- Per-user data isolation enforced server-side, never trusted from the client