The Data Debt Ceiling: Why Most Enterprise AI Programs Stall Before They Scale

Enterprise AI programs often fail to scale due to 'data debt,' the accumulated issues in data quality, integration, and governance that undermine trust in data. Reports from Gartner and MIT highlight that many organizations lack AI-ready data management, limiting AI's business impact. Diagnosing this data debt ceiling involves testing how quickly executives get answers and consistency across systems.