AI Transformation Hub

Thinking at the frontier

Frameworks, case studies, and contrarian perspectives from inside Fortune 50 AI and digital transformation programs — no consultancy jargon, no pilot theater.

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AI in Banking
8 min read
March 2025

Why 80% of Bank AI Pilots Never Reach Production

After leading enterprise AI programs at Citi, I've identified the five structural failures that kill AI initiatives before they scale — and the governance model that prevents them.

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Agile Transformation
6 min read
February 2025

The Truth About SAFe at Scale: What Nobody Tells You About 100-Team Agile Rollouts

An honest account of what large-scale agile adoption really looks like — the cultural resistance, structural blockers, and the one thing that made the difference.

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Change Management
7 min read
January 2025

How to Get C-Suite Buy-In for Digital Transformation

The technology is rarely the bottleneck. It's the power dynamics, the legacy structures, and the silent saboteurs. Here's how to navigate all three.

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AI in Banking
9 min read
December 2024

Regulatory-Safe AI in Banking: How to Innovate Within the Guardrails

How forward-thinking banks are building AI capabilities that satisfy regulators and delight customers — and why compliance is a competitive advantage, not a bottleneck.

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Lean Six Sigma
5 min read
November 2024

When LSSBB Meets AI: Using Lean Six Sigma to Drive Precision Transformation

The DMAIC methodology and AI strategy have more in common than you think. Here's how I combine them to eliminate waste and create transformation that sticks.

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Leadership
6 min read
October 2024

What Three VP Roles at Citi Taught Me About Leading at Scale

From HR to Global Program Management to Finance Technology Transformation — the leadership lessons that only come from actually doing the job, not studying it.

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