When Two Years Becomes Six Months: What AI Compression Actually Costs
Something structural has shifted in financial technology delivery, and the numbers behind it deserve scrutiny. Projects that used to consume two years now reach production in six ...
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The Confidence Machine: Why AI Without Insight Is a Liability, Not a Shortcut
Espen Skogen has spent two decades inside the delivery machinery of global finance, and a pattern has emerged across his observations that ...
AI Is Quietly Dismantling the Machine That Builds Senior Engineers
I've spent two decades inside large financial institutions watching how technical talent actually develops, and a pattern has emerged over ...
McKinsey Runs 25,000 AI Agents. The Interesting Part Is What They Kept Human.
McKinsey now operates roughly 25,000 AI agents alongside around 40,000 human consultants. On the surface, the story reads as automation at ...
54 Banks. €7 Billion. The Cum-Ex Exposure Isn't a Legal Problem — It's a Legacy Tech Problem.
On a Tuesday morning in February 2026, BaFin investigators walked into Deutsche Bank's Frankfurt headquarters for the third time. The ...
Why AI Hit Professional Services First, and What the Speed Gap Now Looks Like
Espen Skogen has spent two decades inside the machinery of financial services technology, and he's watched a pattern emerge that many ...
The 35% Drop in Entry-Level Hiring Is a Design Decision, Read the Blueprint
Entry-level hiring in professional services and technology has fallen by roughly a third. The instinctive explanation writes itself: AI ...
When Culture Becomes Embedded in Technology
Culture shapes behaviour. Behaviour shapes workflow. Workflow eventually becomes embedded in technology.
What You Pay When You Skip Diagnosis
Every expensive project reset I've encountered in capital markets has the same root cause. Not technical failure. Not budget overruns in ...
The Question They Can't Ask
Large consultancies bring many things to a technology engagement in capital markets. They bring methodology. They bring headcount. They ...