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    • About Gary Allemann
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  • Why Your Team Ignores Data Quality (And How to Fix It)

    Is your company accidentally rewarding bad data? Discover how misaligned incentives cause data neglect and the 5 key governance shifts that create a culture of data quality and trust.

  • Data Quality: Why It Should Be Your Core Strategy, Not an Afterthought

    Poor data quality silently sabotages business goals, eroding customer trust and hindering growth. Discover why data quality must be a core business strategy, not an afterthought, to drive accurate decisions and secure a competitive advantage.

  • Why a Modern Data Deletion Policy is Your Strategic Advantage

    A modern data deletion policy is your strategic advantage. Learn how it works with a data retention policy to reduce costs, minimize risk, ensure compliance, and build customer trust. Stop digital hoarding.

  • Modern Access Control for a Data-Driven World

    Master modern access control policies to protect your data. Learn how Zero Trust, RBAC, and ABAC create a dynamic security framework that enables business growth and ensures compliance.

  • Data Quality Frameworks: The Blueprint for Trusted Data (And Why You Need One)

    Struggling with data quality? Discover why a standard framework is the key to trusted data, and learn how to choose between DAMA, ISO 8000, TDQM, and DCAM for your organization’s needs.

  • The Single Data Owner vs. Group Debate: Finding the Right Balance for Accountability

    Stuck between a single data owner and a group? Discover the hybrid model that ensures clear accountability while incorporating cross-functional input for effective data governance.

  • What is a Data Asset? (And How to Unlock Its True Value)

    In the modern organization, data is often called “the new oil.” But crude oil has little value until it’s refined, transported, and turned into fuel. Similarly, raw data points become a Data Asset only when they are managed, enriched, and deployed to drive business outcomes. So, what exactly qualifies as a data asset? A data asset is any entity…

  • The Multi-Million Dollar Typo: How a Tiny Data Error Destroyed a Shipment of Shorts

    A simple typo on a clothing label led to massive losses. Discover how small data quality errors create huge problems and why building a data quality culture is your company’s best defense.

  • The Multi-Million Dollar Cost of AI’s Hidden Flaw: Fragmented Data Context

    AI is giving wrong answers because it lacks data context. Discover how a governed data catalog solves the fragmented metadata problem to build AI you can actually trust.

  • The AI Letdown: Why “Workslop” and False Promises Are Sabotaging Real Productivity

    Is AI’s productivity boom a myth? Explore the rise of “workslop”—polished but shallow AI output that creates more work than it saves. Learn why AI is overhyped now, but still transformative.

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Data Quality Matters

Data Quality Matters

Data integrity – Unlock the value in your enterprise information asset

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