AI Development

Ship AI that works
in production

Senior engineers build AI products and agents on solid data foundations — with evals, guardrails and observability from day one.

AI & data teams that trust us

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Why Distillery

Why teams build AI with us

Most AI projects stall between a demo and production. We are built to cross that gap.

AI starts with data

We fix the data foundation first — pipelines, quality, a semantic layer — so your AI is grounded in reality.

Senior-only teams

No juniors learning on your budget. Every engineer is battle-tested and owns outcomes end-to-end.

Production, not prototypes

Eval, guardrails, observability and CI from day one. We ship AI you can actually run in production.

What we build

From agents to the data underneath

AI agents & copilots

Task-completing agents and in-product copilots wired to your tools and data.

RAG & knowledge systems

Retrieval over your content with the right chunking, reranking and evals.

Data & platform foundations

The pipelines, semantic layer and infra that make everything above possible.

How we engage

A path from idea to production

  1. Discovery & data audit

    We map the opportunity and the state of your data in a focused sprint.

  2. Prototype with evals

    A working slice with success metrics defined up front — not vibes.

  3. Productionize

    Guardrails, observability, CI/CD and handoff — or we keep running it.

Have an AI initiative?

Get a senior AI lead on a call and a concrete plan in days, not months.

Talk to a Senior AI Lead