How Your Business Can Overcome Common Data Quality Mistakes
Summary Even the best strategies break down if the data behind them is unreliable. Data quality mistakes cost a typical business $12.9 million to $15 million a year and put digital transformation at risk. The Most Common Mistakes 1. Inaccurate Data Simple errors in entry, misspelling, or outdated values often go unchecked. This covers everything […]
Why 80% of Data Investments Fail — and How to Be in the 20% That Succeed
Only 20% of executives say their data initiatives consistently deliver measurable business value. That’s a staggering figure, given the trillions invested globally in analytics, AI, and “digital transformation” over the past decade. The paradox is clear: most organizations aren’t drowning in a lack of data — they’re paralyzed by a lack of data clarity. The […]
Data Stewardship—The Unseen Hero Behind Successful Businesses
Summary Stewardship is the hidden link between ambitious business strategy and real, measurable results. Good data stewardship ensures information stays accurate, secure, and useful—driving reliable decision-making in dynamic markets. “Data stewardship is about making governance real—turning policies into the day-to-day work of delivering business value.” — ProArch, 2025 What Is Data Stewardship? Data stewardship is […]
Data Value Enhancement: A Before and After Success Story
Summary: Why Data Transformation Matters Today’s CFO faces more pressure than ever to drive not just financial efficiency but meaningful business transformation. Modern finance leaders know that better-managed data unlocks growth, improves reporting, and supports risk reduction. In a recent Deloitte survey, 91% of CFOs said their companies would undergo more digital transformation in five […]
Dashboards Are Not Communication Tools—Unless You Treat Them Like One
Summary Companies spend millions on dashboards, expecting better decisions and accountability in return. Yet, many organizations find their dashboards lead to confusion or inaction, not insight. To unlock real business value, dashboards must be designed as purposeful communication tools—not just data displays. Setup: The Business Leader’s Dilemma In a fast-growing enterprise, each department built its […]
The Hidden Risk of “Good Enough” Data in Financial Reporting
Summary Many organizations see “good enough” data pass through finance unchecked, but the real cost runs deeper than a few restatements. This piece debunks the myth that nearly-right data is safe. It shows how poor standards erode trust, slow growth, and expose companies to unnecessary financial risk. The Myth The myth is simple. “If my […]
From Data Chaos to Data Confidence: A 30-Day Roadmap for Business Leaders
Data is the pulse of modern business. Yet for many organizations, it often feels more like a source of confusion than a foundation for growth. Teams debate “whose numbers are right,” reports don’t match, and decisions take longer than they should. The root problem? Weak or absent data governance. Governance is rarely glamorous, but it […]
What to Say When Leadership Asks, “Why Do We Need Data Governance Again?”
You’re in the boardroom. The quarterly review is wrapping up. Then it happens. “We talked about data governance last quarter. Why are we still discussing this? What exactly are we getting for our investment?” Your stomach drops. You know governance matters, but suddenly you’re scrambling for words that don’t sound like IT jargon. Here’s what […]
The Real Cost of Data Silos: How Fragmented Systems Hurt Mid-Market Growth
Executive summary Disconnected tools and teams create duplicated effort, conflicting reports, and delayed decisions. This piece unpacks the real operational and financial cost of silos – and a 6-week, fix-first plan mid-sized firms can use without a big replatform. The problem behind the problem Most mid-market firms grew fast and pragmatically: add a system for sales, a system for […]
From Data Chaos to Data Confidence: A 30-Day Action Plan for Leaders
Data has become the lifeblood of modern business. Yet, for many organizations, it feels less like a strategic asset and more like a chaotic mess. Reports don’t align, teams argue over “whose numbers are right,” and decisions take longer than they should. The culprit? Weak or nonexistent data governance. It’s not glamorous, but governance is the […]
