Before You Write
A good first message makes the first reply useful.
You don't need a formal brief or an RFP to start a conversation, and you don't need the problem fully scoped — that's often what discovery is for. A few lines of real context are enough for us to reply with something substantive, instead of a request for more information.
What to include
Enough to engineer against
The business problem, and what success would look like. A sense of the data involved and where it lives. The systems it would need to integrate with. Any regulatory, security, or data-residency constraints. The timeline, if one applies. If you're bringing an existing prototype, a note on where it stands helps.
Suitable engagements
Where we're a fit
Production AI systems for organizations where reliability, governance, security, and data residency matter: moving a pilot to production, deploying an LLM on your own data, governing AI agents, document and knowledge intelligence, private and on-premise inference, and adding AI to existing core systems. If a use case isn't ready for production, we'll tell you straight.
Confidentiality
Handled in confidence
Initial conversations are confidential, and we're glad to work under your NDA before any specifics change hands. We don't name clients in marketing or publish anything drawn from client work without written authorization. Best to hold the sensitive detail until an NDA is in place.