Tag: ai-audit
The 3-day AI audit that found millions in hidden opportunities
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.
Why your AI readiness assessment is lying to you
Traditional AI readiness assessments measure data quality and infrastructure while missing what actually predicts failure: workflow fragmentation. Knowledge workers already toggle between apps 1,200 times a day and get interrupted every 2 minutes. That is where most AI projects die, not in the data architecture.