What I Work On

My work focuses on helping organizations identify where AI can create measurable business impact. Rather than starting with technology, I focus on understanding business decisions, quantifying economic impact, and identifying opportunities where AI can improve outcomes.

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Practice Area · 3 min read

AI Economics

Understanding where artificial intelligence creates measurable business value and how organizations can translate AI investments into revenue growth, cost reduction, risk mitigation, and operational improvement.

29 May 2026 AI Economics AI Strategy

Practice Area · 5 min read

Defining Transactional AI

How a distinct class of enterprise AI emerged from recognizing the importance of transaction processing systems in the AI era.

29 May 2026 Transactional AI AI Strategy

Practice Area · 4 min read

Why Domain Knowledge Matters More Than AI

AI improves business decisions, not infrastructure. As organizations increase their investment in AI, domain expertise is becoming one of the most important factors in identifying, prioritizing, and delivering meaningful business outcomes.

29 May 2026 AI Strategy Domain Expertise

Practice Area · 4 min read

Business-First AI Strategy

Connecting artificial intelligence investments to measurable business outcomes. A Business-First AI Strategy begins with business priorities, economic impact, and operational challenges before considering models, platforms, or implementation approaches.

28 May 2026 AI Strategy Business Strategy