Custom development
Systems that survive real use
There is a long road between an impressive AI demo and a system people depend on every day. Most projects quietly fail somewhere along it. Building across that distance, with honest scoping and real evaluation, is the work we specialize in.
Off-the-shelf AI tools are good, and when one fits your problem we'll tell you to buy it. Custom work makes sense when the value lives in your specifics, like your data, your domain language, your workflow, or your rules, and no generic product can reach it.
We build deliberately small. A working system covers a narrow slice of the problem first and gets evaluated against real cases. It grows only when the evidence supports it. Everything we deliver comes with documentation, evaluation results, and a handover your team can actually maintain.
What we build
Common shapes of custom work
Every project is its own. Most still fall into one of these families.
Knowledge & retrieval systems
Ask questions of your own documents, policies, and history. Answers come grounded in your sources and linked back to them, so they can be trusted and checked.
Assistants for specific roles
Purpose-built assistants for a team or function such as support, operations, or analysis. They know your context, follow your rules, and escalate to a human when they should.
Workflow automation
AI handles the repetitive middle of a process: drafting, classifying, extracting, summarizing. People stay firmly in charge of judgment and final calls.
Integration into your tools
AI capability added inside the systems your team already lives in, rather than another destination to remember. Built against your stack, with security and privacy constraints respected.
Have something specific in mind?
Tell us the problem and the constraints. We'll tell you honestly whether it's a build, a buy, or a not-yet, and what a sensible first slice would look like.