Articles

Launching a Data Quality Program

What is it: DATAVERSITY’s recent white paper, "Launching a Data Quality Program", by Mark Horseman, outlines the critical importance of robust data quality initiatives across organizations. The paper introduces a Data Quality Program Charter Template, offering practical tools for defining program context, establishing roles and responsibilities, scoping data domains, and measuring value through KPIs and OKRs. Citing real-world impacts—including $3 trillion annual losses from poor data—the report highlights the business case for structured data quality programs to enhance decision-making, operational efficiency, and risk mitigation. The guidance is particularly relevant for industries relying on data to manage complex assets, such as commercial real estate, building operations, and AEC sectors.

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Stakeholder Audience: IT/Technology-Cybersecurity, Building Operations, Corporate-Institutional Owners, Real Estate Investors-Developers, Service Providers-Consultants, Organizational Leadership, Data Governance Professionals.

Inform or Action: Inform — Organizations should review and assess opportunities to implement or enhance data quality programs using the provided charter template.

#BLMI #IFMA #Autodesk #Dataversity #DataQuality #DataGovernance #CRE #DigitalTransformation