Make operational data trustworthy before AI depends on it.

AI can produce a confident answer from stale, conflicted, or disallowed data. Refinery exists to put a clear trust decision between operational systems and the AI or workflow that wants to use them.

Why Refinery

Data quality should not stop at an alert. An AI or workflow needs a current answer: trusted, limited, or blocked — with proof when a repair is completed.

The advantage of staying focused

Small enough to move. Strict enough to earn trust.

Refinery is being built by one founder. That makes speed and direct feedback possible, but it does not remove the need for proof, clear boundaries, or honest readiness claims.

BUILD

One coherent product

Combine purpose-bound data checks, a read-only gateway, governed repair, exact readback, and durable proof.

LEARN

One use case at a time

Work directly with design partners to find the source, policy, evidence, and operator requirements that matter.

DISCLOSE

One honest status

Say what is production-ready, what needs certification, and what remains planned without blurring the categories.

What is being built now

Purpose-bound data checks for AI and workflows
A read-only PostgreSQL gateway
Governed repair with exact readback and receipts
A focused design-partner model

What is intentionally not the pitch

A platform that already does everything
An MDM or replacement for source systems
Unsupervised identity, finance, or broad write decisions
Scale or outcome claims before customer proof exists

Work directly with the founder

Have one AI or workflow decision to protect?

Describe the approved source, the decision, and what can go wrong. We will be direct about whether Refinery's current PostgreSQL-first scope fits.

Check your use case