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Capabilities · AI & ML Infrastructure

AI & ML Infrastructure

A system that survives contact with production.

What we do

We design the system underneath your AI. Custom LLM integrations, multi-agent workflows, and real-time data pipelines built to run in production, not just in a demo.

We choose the boring parts on purpose. Queueing, retries, observability, and failover — the infrastructure that makes an AI feature reliable instead of impressive-until-it-isn't.

We integrate with what you already have. Your data warehouse, your auth, your existing services — the AI layer fits into your stack, not the other way around.

What you get

An architecture document you can hand to any engineer, and a working system your team can operate without us — not just a proof of concept and a diagram.

Related capability

Talk through your system.

A discovery call is the fastest way to find out whether this is the capability you actually need.