Most AI projects never reach production. At HT Labs, we focus on the boring middle — the integration work, the observability, the edge cases — that turns a model into a working system. This post introduces our point of view and what to expect from us.
Why production matters
A demo that works once is not a system. We optimize for what runs reliably on Monday morning, six months from now, with new data and new users.
What we’re working on
Internal tooling for evaluation pipelines, agent orchestration patterns, and a small set of in-house products that exercise everything we recommend to clients.
More to come.