INSIGHT · GLOBAL
McKinsey: AI ROI gap widens—individual task gains not translating to enterprise value
McKinsey's latest survey finds enterprises see AI productivity wins in isolated tasks but struggle to aggregate them into measurable business outcomes. Rising operational costs and constrained efficiency gains are the main friction.
WHY IT MATTERS
Signals mid-market and large BFSI orgs are facing the pilot-to-scale bottleneck: piecemeal AI wins don't compound without system redesign. Explains why many bank AI projects stall post-POC.
Source: McKinsey · 2026-08-26