Operational Data Trust Gateway

Proof-backed operational data repair for PostgreSQL and MySQL

Refinery governs high-risk operational records before they land, sync, or feed automation. The beta repair-ready path is PostgreSQL and MySQL. Safe fixes run under deterministic policy. Ambiguous cases go to AI or human review. Approved writebacks are verified. Every decision leaves a receipt.

When to use Refinery

Use Refinery when operational records move between systems that matter: web forms into CRM, CRM into ERP, Dynamics into Business Central, enrichment into customer records, or CRM context into copilots and agents.

Refinery fits teams that need proof before production writeback — not another dashboard that detects problems after damage spreads.

The Refinery proof loop

Detect — duplicate, missing, invalid, stale, conflicting, or AI-unsafe records on one governed path
Decide — deterministic policy first; AI for ambiguity; humans for risk
Repair — normalize safe fields, block unsafe writes, prepare approved writeback plans
Verify — read target state after writeback and confirm the change landed
Receipt — store policy version, actor, decision, verification, and outcome

Product modules

Shadow Baseline

Measure one path without production writes.

Policy Engine

Define accept, fix, block, or review rules.

AI Judge by Exception

Advisory ambiguity handling — not hidden authority.

Human Review Queue

Route risky decisions to operators with evidence.

Verified Writeback

Apply approved changes and confirm target state.

Receipt Ledger

Evidence for every governed decision.

Connector Certification

Separate read-only from production repair-ready.

AI Context Guard

Block or review unsafe records before AI consumption.

What Refinery does not do

Replace your CRM, ERP, or warehouse
Claim every connector is production repair-ready without certification evidence
Run unchecked autonomous AI repair outside policy
Imply SOC 2, ISO 27001, or HIPAA compliance unless formally achieved

Governed paths Refinery supports

Web forms → CRM
CRM → ERP
Dynamics / Dataverse → Business Central
Enrichment → CRM
Partner feeds → customer records
CRM / ERP context → AI assistants
Operational database repair campaigns (PostgreSQL and MySQL certified paths)

FAQ

Is Refinery a data observability tool?

No. Observability detects issues after data moves. Refinery governs records before they become trusted operational state.

Can we start without production writeback?

Yes. Readiness Scan and 14-day Shadow Baseline are designed read-only or shadow-mode first.

Start a 14-day Shadow Baseline

Start read-only. No production writeback required. Do not submit secrets through public website forms. Privacy