Agents do the tedious work.
People make the calls.
We build AI agents that read, gather, check and draft, inside your security boundary, so your people spend their time on judgment instead of searching.

What we do.
Agents & MCP
Agents that work in parallel across your systems, connected through the Model Context Protocol.
Enterprise LLMs
Azure OpenAI and private models running inside your boundary, with PII filtering built in.
Retrieval with citations
Answers that point to their sources, so staff can verify before they act.
Automation & RPA
The repetitive steps between systems, handled by software that logs everything it does.
How it works.
Small steps, real software at each one.
Find the boring part
We sit with the people doing the work and find the hours that go to searching, copying and checking.
Prototype in days
A working agent on real (or realistic) data, usually in a hackathon-style sprint.
Ship it inside the ATO
Security, privacy and human review designed in from the first commit.
- Model Context Protocol
- Azure OpenAI
- OpenAI
- RAG
- Python
- RPA