I help business leaders turn strategic priorities into AI capabilities that improve decisions, create measurable value, and change how work gets done.
My perspective combines over 25 years building and deploying software in highly regulated environments, hands-on AI design and operations since 2014, and business ownership and board responsibility.
Tell me what your team needs to decide. Email info@codedebate.com.
Work through the decisions that matter
For business-function leaders and their finance, technology, people and governance partners. Choose a keynote, an executive roundtable or a working session around a decision your team needs to make.
Business priorities and useful capabilities
Map the decisions your function supports, the evidence people need, and where AI could make a useful difference. Connect opportunities to a baseline, an experiment and accountable owners.
AI economics and architecture
Bring business, finance and technology together around cost per successful outcome. Examine consumption, model selection, retrieval, caching and the controls needed as demand grows.
Governance and accountability
Make authority, accepted trade-offs, monitoring and reversal triggers explicit. Give leadership a decision record it can use and challenge.
Adoption and ways of working
Connect workflow changes, role-specific skills and manager responsibilities to evidence of changed behaviour and business outcomes.
Find the right session for your team or event →
Who Approved This?
Enterprise AI Governance and the Decisions Nobody Owns
My flagship book examines who approves AI, what they accept, and how the organization responds when reality changes. Its 24 chapters include 143 practical Field Kit tools spanning decision rights, board oversight, model and data risk, vendors, operations and economics.
Published across Amazon stores worldwide. Explore the flagship and thirteen other books on buying AI, economics, agents and professional judgment.
Latest writing
Essays and working arguments on AI, organizations, decisions and the people responsible for them.
- The Grid Was Built for Something ElsePeople wake, boil water, go to work, and by late night the houses go quiet; a grid is arranged around exactly that. The customer arriving now has no night in it, which matters because night is when the wires get repaired.
- Two Ledgers, Never on the Same PageThe bill for this is paid in water, ground, rock and somebody’s night shift, while the value comes back as money and as time you didn’t have to spend. No page has ever existed that would hold them together.
- Twenty-Nine Out of ThirtyTwenty-nine of these found something left over. One didn’t. I had a bigger claim than the one I’m ending with, and I’d rather show you where it broke.
Browse all writing → · Explore the series
Experience behind the work
I am a cofounder and board member of ntam Group, whose operating businesses have hundreds of employees across the United States, Europe, the Middle East and Africa.
I hold a BSc in Computer Information Systems, an Executive MBA and an MSc in AI Engineering, have completed specialized AI certification programmes at MIT and the University of Oxford, and am a doctoral candidate.
Bring a real AI decision to the table
Planning a leadership offsite, evaluating an AI investment, or changing how your team works? Tell me the outcome you need.
Email info@codedebate.com · More about Bandar