Advanced Data Management Solutions Information

We help organizations turn Master Data Management from a stewardship bottleneck into an AI-assisted operational advantage. Explainable AI for Data Stewardship Built on Patent-Pending Explainable Entity Resolution Technology. After 20 years delivering successful MDM and Data Governance programs across Fortune 500 companies and emerging businesses, I’ve seen firsthand where most initiatives struggle: steward friction, opaque match decisions, and limited diagnostic visibility. To address this, I created the **AI Data Steward Copilot** - a solution designed to augment data stewards with explainability, match diagnostics, and decision intelligence. Instead of just tracking overrides, organizations can understand where model risk concentrates, how match confidence behaves across score ranges, and where automation can safely expand while keeping humans in control. My work focuses on: • AI-assisted data stewardship • Match & merge explainability • Entity resolution diagnostics and calibration • MDM architecture and governance design • Operationalizing trusted master data for business impact Across Deloitte, PwC, Capgemini, and other consulting engagements, I’ve helped organizations deliver enterprise MDM programs that actually go live and drive measurable value. Because in data management, experience matters. If you’re exploring AI-augmented stewardship, improving match quality visibility, or scaling automation responsibly within your MDM environment, let’s connect. -Matt