About
We build production AI systems for engineering teams.
Inference Consulting was founded by engineers who spent years building AI systems at scale — and watched too many teams fail in the gap between prototype and production.
We saw the same patterns: a promising demo that couldn't handle edge cases. A RAG pipeline that retrieved the wrong documents under load. A fine-tuned model that drifted without monitoring. An agent that hallucinated in ways the eval suite didn't catch.
The problems weren't capability. The problems were engineering: architecture, evaluation, reliability, and the discipline to build systems that work at the edges, not just in the middle.
That's what we do. We embed with your team and build AI systems that ship to production and stay there.