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.
Four foundations under
every model and agent.
Master data unification
Resolve fragmented customer, product, vendor, and account records into a golden record. Probabilistic and deterministic matching, survivorship rules you can defend.
Quality repaired at source
Cleansing, deduplication, validation, and standardisation enforced where data enters, not in a downstream report. Issues fixed once, not patched every quarter.
Active lineage that you can query
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?".
Sensitivity classification by default
PII, PCI, PHI, and jurisdiction-specific categories detected and tagged automatically. Access controls and masking enforced at runtime, not in policy documents.
Three roles,
one defensible foundation.
Stop your AI roadmap stalling on "the data isn't ready". Make readiness measurable and the path to ready visible.
Give every model and agent the same trusted feature surface. Stop debugging "why is this score wrong" only to find a stale join.
Hand the regulator one query that answers "show me lineage and access trail for this decision". Without spreadsheets.
The foundation
under everything else.
GQData is the Govern tier of the Greyquill journey. ClarityAI says whether to fund the initiative. GQData makes sure the data underneath can carry it. 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.