Insights & Articles
Practical perspectives on AI implementation, enterprise transformation, and operational excellence. No buzzwords, no hype—just lessons learned from 20+ years in the trenches.
The Ghost of Implementations Past: Why Your AI Project is Stuck in 1999
Most AI pilots fail not because of the technology, but because organizations repeat the same mistakes from failed ERP implementations 25 years ago. Here's what history teaches us about successful technology adoption.
That Awkward Moment When Your ERP Thinks It's Still 1998
Your ERP system cost millions and promised transformation. So why does your shop floor still run on spreadsheets and tribal knowledge? The uncomfortable truth about enterprise system adoption.
The 70% Rule: Why Most AI Pilots Never Make It to Production
Industry data shows 70-80% of AI pilots never reach production. But our clients achieve the inverse—70%+ pilot-to-production success. Here's the program management framework that makes the difference.
Lean Six Sigma Meets AI: Old School Discipline for New School Technology
AI doesn't need more algorithms—it needs better process discipline. How applying Lean Six Sigma principles to AI implementations delivers measurable, sustainable results.
Research & Speaking
UC Berkeley AI Lab Research Contribution
Contributing researcher on AI implementation frameworks for manufacturing operations, focusing on bridging the gap between technical capability and operational adoption.
ICML 2025 Conference Participation
Participated in International Conference on Machine Learning (ICML) 2025, focusing on practical AI deployment challenges in industrial environments.
Available for Speaking Engagements
Topics include AI program management, ERP integration strategies, Lean Six Sigma in digital transformation, and building sustainable operational excellence programs.
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