GQData.
The trusted-data layer
beneath every AI decision.
Master data unified into golden records. Quality repaired at source. Lineage made queryable. Sensitivity classified by default. So every model, agent, and decision runs on a record you can stand behind.
AI is only as good as the data
it stands on.
The reason most AI initiatives stall is not the model. It is the data underneath: fragmented across systems, of unknown lineage, with sensitivity nobody can vouch for. GQData fixes the foundation.
of AI projects abandoned without AI-ready data by 2026 (Gartner).
of CDOs cite data quality and trust as the top blocker to AI value (Deloitte).
higher cost to fix a data quality issue at the report than at the source.
Six modules, one
governed path from source to model.
The two below have a visual, because a trail and a classification are easier to see than to read about.
Ingest
Connect any source, SAP, Tally, Drive, scanners, custom APIs, through one gateway. The connection is tested before anything saves.
Resolve
Fragmented customer, product, vendor, and account records matched into a golden record. Probabilistic and deterministic matching, survivorship rules you can defend.
Quality
Cleansing, deduplication, validation, and standardisation enforced at the point data enters, so an issue gets fixed once instead of patched every quarter downstream.
Lineage
Every field traced from its system of record through every transformation to every consuming model, agent, or dashboard. One query answers "where did this number come from?".
Classify
PII, PCI, PHI, and jurisdiction-specific categories detected and tagged automatically the moment a record lands. Access controls and masking enforced at runtime.
Graph API
One governed path out: REST and GraphQL reads that carry the same lineage, quality, and access rules as the screen a steward looks at.
Every field,
traced back and tagged on arrival.
The foundation
under everything else.
GQData is the foundation tier of the Greyquill journey. GQ Govern turns what it finds into an enforceable, evidenced rule. GQ Agents and GST Co-Pilot are what becomes possible once the foundation holds.
Make your data the part of AI
you can defend.
Thirty minutes. Bring your hardest data question. We'll tell you, honestly, whether GQData solves it and what the path to production looks like.