Blog
Perspectives on Transformation, AI & Leadership
Insights from 20+ years leading enterprise programs across global markets, regulatory change, and AI-enabled delivery.
The CEO Blindspot: Why AI Strategy Without Operating Model Change Is Theater
Most executive AI strategies fail not because of technology, but because leaders treat AI as an overlay on broken operating models instead of redesigning how the firm actually works.
March 28, 2026
Agentic AI in Financial Crime: From Alerts to Autonomous Investigation
How multi-agent AI architectures are transforming AML/KYC operations from alert-driven triage factories into intelligent investigation systems that reason, prioritize, and act.
March 24, 2026
The Regulatory Leader as Product Thinker: Why Compliance Needs Design Discipline
The best regulatory leaders I've worked with don't just interpret rules — they design compliance systems with the same rigor that great product managers bring to building software.
March 20, 2026
Enterprise AI Adoption Requires Governance-First Thinking
Why the most successful AI transformations in financial services start with governance design, not model selection.
March 15, 2026
Why Regulatory Transformation Programs Fail Without PMO Discipline
The uncomfortable truth about why most regulatory programs miss deadlines and burn budgets — and the PMO practices that prevent it.
March 8, 2026
From BSA/AML Compliance to Intelligent Risk: A Practitioner's View
How the AML compliance landscape is evolving from checkbox exercises to intelligent, risk-based frameworks — and what practitioners need to know.
February 20, 2026
Building AI Products That Solve Real Workflow Problems
Lessons from building three AI products — MedConsult AI, Business Idea Validator, and ERIS Pro — focused on practical workflow value.
February 10, 2026