AI & automation consulting
Most AI projects fail in the same two places: nobody defined what "correct" looks like, and nobody planned for what happens when the model is wrong. We start at those two questions. We have shipped AI into a compliance product where a wrong answer is a real consequence, and that shapes how we build — grounded in your data, measured against real examples, and designed so a person stays in the loop where the stakes require it.
Talk to an engineerWhat you get
- An honest assessment of which parts of your workflow AI should and should not touch
- Retrieval and grounding on your own documents and data — not a general-purpose chatbot
- Agentic workflows that take real actions, with approval gates where they matter
- Evaluation harnesses that measure accuracy before launch and watch for drift after
- Cost and latency modeling, so unit economics are known before you scale
- Guardrails, audit trails, and human review paths built in rather than bolted on
Platforms we build on
We are not a one-stack shop. The right technology is the one that fits your problem, your team, and what you already operate — so we start from your constraints, not from our defaults.
Not an exhaustive list. If your environment uses something else — including a legacy platform nobody markets any more — tell us and we will say plainly whether we are the right team for it.
What this looks like in practice
The shapes of work we take on most often. If yours is not listed, it is still worth a conversation.
Document intelligence
Contracts, policies, regulations, or reports that people read manually. We extract the structure, make the corpus searchable, and surface what changed.
AI feature inside your product
You need drafting, summarization, classification, or Q&A in your own application — built to your data boundaries and privacy obligations.
Agentic workflow automation
Multi-step work that spans systems and currently requires a person to shepherd it. We automate the path and keep approval where judgment is required.
AI readiness assessment
A short, fixed-scope engagement that maps candidate use cases, ranks them by value and risk, and tells you where to start — and where not to.
Also from our team
Start with a conversation, not a contract
Describe the problem. We will tell you what we think it takes — and whether it is worth building at all.