Operator-grade tools for the machine-intelligence economy.
Mecharim is a small, focused team building the primitives that businesses need to be visible, reachable, and tradeable in a world where most decisions are already being filtered by AI. We are not an AI lab. We are an infrastructure company. Boring on the inside, strategic on the outside.
Every day, millions of AI agents pick suppliers, filter products, and recommend partners across the open internet. The businesses those agents can parse — precisely, verifiably, at machine speed — win the next decade. The rest disappear from the answer. Our job is to make sure the second group is as small as possible.
We do that with a coherent stack: a public registry (MechaReg), a private knowledge cloud (MechaHub), a universal messenger (MechaGram), a set of agent primitives (Mechas), and the open technology beneath it all (Xenkey).
Mecharim is independent, operator-led, and built by a team with backgrounds in cross-border commerce, applied AI, and infrastructure software. We ship product publicly, in the open, and we prefer long compounding over short narratives.
We publish our thinking on our manifesto and our technical choices at xenkey.org.
Roles we are actively interested in: systems engineers, distributed-systems SREs, applied ML engineers, product-focused front-end engineers, business development for cross-border commerce. If your work speaks for itself, skip the cover letter — write to us directly.