INSIGHT · GLOBAL
AI ROI requires workflow redesign, not just tool deployment
McKinsey research shows companies see significantly larger financial returns from AI when they fundamentally rethink business processes rather than simply plugging AI tools into existing workflows. Workflow redesign unlocks 2-3x higher value.
WHY IT MATTERS
Most BFSI orgs are in "bolt-on" mode. This signals that real AI ROI demands org-level change—people, process, governance—not just vendor selection.
Source: McKinsey · 2026-07-18