Bain & Company

Confidence 0.75 · 3 sources · last confirmed 2026-10-25

Global management consulting firm. Active in enterprise AI deployment work and private-equity AI advisory.

Appears in this wiki via

• 2026-05-02-dutt-chatterji-ai-experimentation-to-transformation — co-publishing partner (with OpenAI’s Economic Research team) on How to Move from AI Experimentation to AI Transformation. The article reports 10–25% EBITDA gains for Bain clients adopting a transformation-mindset (vs micro-productivity-trap) approach. Worked example: a Fortune-1000 manufacturer (“FabricationCo”) on track for ~$30M additional profit.

Affiliated authors in this wiki

• Arjun Dutt — partner; AI and machine learning focus.
• Gene Rapoport — partner; head of AI for the Private Equity practice.

Winning with AI podcast (added 2026-09-21)

• 2026-09-15-krishna-bain-winning-with-ai-era-of-experimentation-is-over — Bain’s Winning with AI podcast, co-hosted by Sarah Elk (Bain’s AI practice leader in the Americas; co-author of Doing Agile Right) and Andrew Ng. Guest: IBM CEO Arvind Krishna, on concentrating AI investment in 3–5 areas instead of 100 experiments, and on IBM’s Watson mistakes. Elk cites Bain’s 2026 CEO survey: 80% of CEOs doing something with AI but not seeing the return they expect. The episode restates the first step of the Dutt et al. framework above (narrow to a few domains) from the client side.

A bank CEO on Winning with AI (added 2026-10-25)

Egeriis (Danske Bank) on Bain’s Winning with AI (Oct 2026): Sarah Elk and Andrew Ng interview Danske Bank’s CEO, Carsten Egeriis: public AI investment and productivity targets, a financial assistant handling over 30% of mobile-bank queries, exception processes stalled on data, and the claim that AI gives months of head start rather than a moat.