Make your catalog readable by AI search. Ship AI features only once they pass tests. We start from a use case worth building, not from the technology.
Prototypes impress in a meeting and never reach customers.
Without tests, answers are judged by feel.
Model costs, privacy and brand risk are left for after launch.
One use case at a time, with the tests agreed before the build. Nothing ships until it passes.
We find the use case worth building and the data it needs.
We write down what a good answer is, and how we check it.
The feature and the infrastructure behind it, tested at every step.
A few customers first, then everyone, with cost and quality tracked.
Small tools
Many small tools, each built for one job.
Local MCP servers
Servers that connect AI assistants to your own tools and data.
AI chat
Chat built on your catalog and content.
One conversation is enough to know whether we can help. If we can, we start with an initial audit, from USD 7,999.