Our Approach

Lightweight, fast, outcome‑driven

Assess

Rapid discovery of pain points, data domains, stakeholders, and current tooling.

Design

Operating model, policies, golden record, match/merge, DQ controls, AI governance.

Launch

Stand up council, pilot domain, implement priority rules, measure KPIs.

Governance that sticks

• Crisp ownership & decision rights
• Policies & standards people actually use
• DG council meeting cadence & KPIs

Cleaner master data

• Fewer duplicates & conflicts
• Clear survivorship & stewardship
• Faster customer/product onboarding

AI readiness

• Usage guardrails & lineage visibility
• Model risk oversight with data contracts
• Audit‑friendly documentation

Assess your AI-Readiness

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Self assess your AI-Readiness. Download checklist.