What Is Epistemic Debt? Definition, Examples, and Organizational Consequences
Epistemic debt is the gap between what an organization thinks it knows and what it can actually verify, maintain, and act on. Here is why it matters.
Research & Analysis
Analytical reports, operational frameworks, and research notes from WBA's independent practice.
The Cognitive Infrastructure Gap: Why AI Adoption Doesn’t Equal AI Maturity
Based on WBA market observations, over 70% of organizational AI activity remains trapped in conversational interfaces. This analysis introduces a three-stage maturity framework, a self-assessment diagnostic, and an economic model for understanding the gap between AI adoption and AI orchestration.
Epistemic Debt: Why Organizations Sound Confident Long After They Stop Knowing
Most organizations don’t fail because they lack data. They fail because they lose track of why they believe what they believe.