Articles & case studies

Data debt names what went wrong. Data Malleability names the capability that prevents it. This article introduces a new framework for building data that absorbs change instead of fracturing under it.

When 40% of your analytics team’s time goes toward hunting for data instead of analyzing it, the cost adds up fast. For one healthcare system, that hidden waste reached $800,000 a year. Here’s what actually fixed it.

Following a Student Information System migration, a mid-sized community college faced persistent data reliability issues. A structured data quality program using an AI-powered platform established a scalable capability within six months.

A response to Tom Davenport’s call to slow AI development. The problem isn’t that AI is too fast—it’s that organizations are too unprepared. The answer is better foundations, not less innovation.

A healthcare organization partnered with Definian to modernize how executives monitor, understand, and act on operational performance across the organization.

This article challenges leaders to treat data governance as behavioral infrastructure, not administrative overhead, and explains why controlling data debt is essential to protecting transformation momentum and enterprise trust.

Definian and NavAlytix partner to move enterprise AI from pilot to production in 90 days with ROI-driven use case selection, AI-ready data foundations, and measurable business outcomes.

Definian has acquired Incite Analytics, strengthening its data strategy, analytics, and AI capabilities while expanding its workforce intelligence reach.

Modernizing your data infrastructure is the foundation for AI readiness, operational efficiency, and competitive advantage. Learn why legacy systems fall short.