Enterprise data is carbon under pressure. Xynage is the agentic pipeline that transforms raw, fragmented source data into clean, governed, mart-ready assets — with every decision reviewed and approved by your team.
The Problem
The industry solved pipelines. It never solved knowledge. You can move data at any speed. What you cannot do is understand it, reconcile it, govern it, and trust it — not without an agent that reasons about structure, surfaces conflicts, and waits for a human to approve before anything moves downstream.
Xynage is that agent. Not a tool. Not a platform. A closed-loop pipeline where every transformation is proposed, reviewed, and signed off before it becomes fact.
Eight stages. One governed pipeline. Every decision traceable to the person who approved it.
The agent reads your source schemas — ERP extracts, CSV dumps, SaaS APIs — and builds a structural map before you write a single transformation. No assumptions. No hand-coding.
Agent-firstThe step data engineers skip. Xynage detects type mismatches, implicit FK relationships, orphaned columns, and composite keys — proposes a normalised structure. You approve. It ships.
Human-in-loopProbabilistic entity resolution surfaces duplicate candidates. Stewards approve merges. Golden records map to your target schema — exact match and LLM-assisted — packaged into a signed handoff.
Governed outputXynage does not replace your existing stack. It adds the governed intelligence layer your stack was always missing.
Positioning
Every ERP migration begins with the same lie: "our data is mostly clean." Here is what enterprise data actually looks like when you extract it — and what it takes to transform it.
Data Engineering
Strategy
Whitepaper
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