AI Is Not Your Strategy — Rupali Kumbhani on Why Enterprise Transformations Fail

About this episode

In this episode, Donna P. Mitchell discusses with Rupali Kumbhani the reasons behind the high failure rate of enterprise AI transformations and the importance of strategy over tools.

Why do 70% of enterprise AI transformations fail? Because organizations chase tools instead of strategy. In this episode, Donna P. Mitchell speaks with Rupali Kumbhani — Global Strategic Transformation Executive who has led enterprise-wide change at Revantage (Blackstone) and University of Chicago Medicine — about why the biggest barrier to AI adoption isn't the technology. It's leadership mindset, data readiness, and organizational trust. TOPICS COVERED: AI cannot be your strategy — AI is part of your strategy The banking CEO who asked the wrong question Finding your change ambassadors and winning over resistant teams AI frustration, burnout, and loss of trust Two levels of AI fear — C-Suite vs. employees The adoption model: education and governance first Data security — what keeps transformation leaders up at night Why most organizations are not ready to scale AI Responsible AI — bias, algorithms, and human accountability Implementation rescue: global enterprise methodology (00:00) AI Cannot Be Your Strategy — AI Is Part of Your Strategy (00:16) Introduction (02:41) AI Cannot Be Your Strategy — The Mindset Shift (04:32) The Banking CEO Who Asked the Wrong Question (05:38) It's…

People in this episode

Host: Donna P. Mitchell

Guest: Rupali Kumbhani

Topics covered

• AI strategy
• enterprise transformation
• leadership mindset
• data readiness
• organizational trust
• AI adoption challenges

Keywords

• AI transformation
• leadership
• data security
• organizational change
• responsible AI
• adoption model

Mentioned in this episode

Organizations: Revantage, Blackstone, University of Chicago Medicine

More episodes of Pivoting to Technology Adoption

• Chapter 1, The Space Between — Author Read | Pivoting to Technology Adoption: Mind the Gap · June 10, 2026 · 12 min
• The Simplicity Trap — Rohit C. Nambiar on Why Technology Is Over-glorified in Transformation · June 3, 2026 · 37 min
• System First, Tools Second — AI Sales Leadership with Greg Grand · May 27, 2026 · 35 min
• People, Processes, Platform — Why Most Tech Transformations Collapse | Dusty Gulleson · May 19, 2026 · 42 min
• Behavioral Science Meets Technology Adoption — Will Leach, Mindstate Group · May 12, 2026 · 45 min
• Adoption Matters More Than Sophistication — MEST Africa · May 5, 2026 · 50 min