Brief, mostly facts
Only 7% of firms see their data as fully AI-ready
A Cloudera and HBR study finds agents fail in production without business context. Deloitte reports 48% of AI automation fails on unsearchable data.
What the research found
Starburst argues AI agents fail in production without business context; a HBR Analytic Services study for Cloudera found only 7 percent of firms see their data as fully AI-ready, and Deloitte reports 48 percent fail AI automation due to unsearchable data.
Claims and how well the evidence supports them
- Only 7 percent of companies consider their data fully AI-ready, per a Harvard Business Review Analytic Services study commissioned by Cloudera 99%
- Deloitte finds 48 percent of companies fail at AI automation because their data cannot be searched 98%
- Starburst says undocumented knowledge held by individual employees is the more common obstacle 98%
Evidence
- it-daily.net https://it-daily.net/it-management/ki/context-engineering-ki-agenten
Actionability rated low.