Every bank board I have spoken with is asking the same question about AI: “Are we keeping up?” This is the wrong question. The gap between what boards are asking and what they should be asking is where the next category of technology failures will arise. THE RIGHT QUESTION IS: WHAT BREAKS WHEN THE AI…
Every technology organization will tell you they are high-performing. Here is how I actually find out. When I step into a new organization there are five signals I look for before I look at anything else. Not the architecture diagrams. Not the project portfolio. Not the metrics deck. These five things first. Signal 1: How…
I spent 25+ years building technology organizations inside existing constraints. Here is what I would do without them. Not starting with the technology. Starting with the organization. Most transformation programs fail because org design is treated as a downstream problem. You cannot build a modern capability on a model designed for a different era. Here…
Three things I got wrong building technology organizations in banking. 25 years across defense intelligence, capital markets, and financial services. Three structural misreads that cost real people real consequences. MISTAKE 1: I confused delivery speed with organizational health. I built teams that shipped. On time, on budget. I rewarded velocity, celebrated go-lives, and quietly moved…
Most banks will not successfully adopt AI — not because of technology, but because of org design. The technology is ready. It has been for a while. What is not ready is the operating model, the incentive structure, and the decision-making architecture — all of which still belong to the world, banks are trying to…
I spent a year at the Defense Intelligence Agency before Citi. At the time I thought it was a detour. Seventeen years later, it was the education that made everything else make sense. Three things the intelligence community gets right about risk that I have never seen a bank board fully apply. Principle 1: Distinguish…
The three questions that actually determine whether a technology transformation delivers or just spends. Boards ask about timeline. They ask about cost. They ask about vendors. All reasonable. None sufficient. Here are the three that matter. Question 1: What work will no longer exist? The wrong answer describes a tool purchase: “We will automate our…
The board technology budget conversation I have had more times than I can count goes like this. Here is the number, here is what it covers, here is the year-over-year comparison. Everyone nods. Nothing changes about how technology actually builds the business. I ran a $120M+ technology portfolio across Commercial Banking, Capital Markets, Private Bank,…
What most banks call AI transformation is actually AI theater — here’s the difference Most financial institutions are not transforming with AI. They are automating processes that should be eliminated, not accelerated. Over 25+ years — building production AI/ML into a $120M+ portfolio across Commercial Banking, Capital Markets, and Private Bank — I have watched…