Blog
Perspectives on Transformation, AI & Leadership
Insights from 20+ years leading enterprise programs across global markets, regulatory change, and AI-enabled delivery.
AgentPMO: Why Enterprises Need Purpose-Built Agent Governance
Deploying AI agents without governance infrastructure is the enterprise equivalent of running a trading desk without risk controls. AgentPMO was built to close that gap — providing the EU AI Act compliance layer, agent lifecycle management, and execution oversight that enterprises need to deploy agentic AI with confidence.
May 12, 2026
The Token Economy: Why LLM Cost Discipline Is the New Enterprise Competency
Enterprises are beginning to understand that AI cost is not a line item — it is a governance problem. Token economics, the discipline of managing how AI systems consume and route computational resources, is becoming as important as model selection. The firms that master it will run AI at dramatically lower cost without sacrificing capability.
May 5, 2026
The New Career Arc: Why the Most Valuable Leaders Are Becoming Builders
The executive who only advises on AI is becoming a less valuable asset. The executive who builds is becoming indispensable. This is not a trend — it is a structural shift in what enterprise leadership looks like, and it is accelerating faster than most leaders realise.
April 21, 2026
Seven Products, Twelve Months: What I Learned Building AI Applications from Scratch
A candid account of building seven commercial-grade AI products without a software engineering background — the methodology that worked, the assumptions that broke, and the lessons that matter for anyone considering the same transition.
April 15, 2026
The Unfair Advantage: Why Enterprise Leaders Build Better AI Products Than Engineers
The conventional wisdom says AI product builders need to be engineers first. The evidence says otherwise. Twenty years of enterprise leadership develops a set of disciplines — requirements thinking, risk engineering, stakeholder management — that turn out to be exactly what commercial AI products need most.
April 10, 2026
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