Tag: ai-audit

RAND Corporation research shows more than 80 percent of AI projects fail. A focused 3-day audit measuring cognitive load and workflow fragmentation uncovers millions in hidden automation opportunities.

Traditional AI readiness assessments measure data quality and infrastructure while missing what actually predicts failure: workflow fragmentation. Microsoft research shows teams toggle between 47 tools, switching contexts 1,200 times daily. That is where most AI projects die, not in the data architecture.