Organizations struggle to adopt AI not because of technical debt, but due to fundamental operating model misalignment

The real barrier to AI adoption is organizational structure and processes, not underlying technology infrastructure

Companies need to restructure how teams operate, collaborate, and make decisions to effectively implement AI solutions

Technical debt is a symptom of deeper operating model problems rather than the root cause of adoption failures

Successful AI implementation requires rethinking workflows, accountability, and cross-functional team dynamics