About
An applied AI studio built around shipping.
AIAgentCafe was founded to do one thing well: take AI from boardroom slide to production system, with measurable outcomes and a team that owns it after we leave.
We started AIAgentCafe after a decade-plus building AI and data systems inside banks, exchanges, and large retailers. Too often we watched smart teams ship impressive demos that quietly died in production — not because the models were wrong, but because nobody owned the unglamorous engineering around them.
So we built the firm we wished existed: small, senior, and obsessed with the boring parts. Evaluation. Observability. Failure modes. Cost. The parts that decide whether your AI quietly creates value for years, or quietly creates a liability.
Today we partner with leadership and engineering teams across banking, retail, agriculture, and capital markets — usually on engagements that start small, prove value, and grow from there.
What we believe
Four operating values.
Senior by default
No juniors farmed onto your project. Every engagement is led by someone who's shipped this before.
Small on purpose
We take on a handful of clients at a time so we can do the work — and the thinking — properly.
Honest about AI
We'll tell you when AI isn't the answer. A boring rule engine often wins.
Production over polish
A deployed system that's a little ugly beats a beautiful demo every time.
Beyond client work
We teach what we build.
Our founder runs the Agentic AI Bootcamp on Maven — a hands-on cohort for engineers and PMs going from LLM curiosity to shipping production agents. It's where a lot of our public thinking lands first.
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