Where AI value leaks
Most AI portfolios have ideas, dashboards, and pilots — but no shared taxonomy, no baseline, no owner, no evidence discipline. Value leaks between strategy, delivery, and finance. Percentages below are illustrative industry patterns — not Nexus Cove client results.
- Use cases without owners67%
- Pilots without baselines54%
- ROI claims without confidence71%


