Tag: Enterprise AI
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Why AI agents die between pilot and production
Consider a financial services CTO sponsoring an AI agent to automate Know Your Customer (KYC) document verification. The details are composite, but the sequence is one I have seen play out more than once. The pilot was her idea, she secured the budget, she was in the room for every blocker. When compliance said the…
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The Governance Paradox: Why the Most Regulated Industries Will Adopt AI-DLC First
Earlier this year, during an AI-DLC adoption assessment at a large financial institution in Latin America, something unexpected happened. The compliance team became the loudest champion of the methodology. Not the engineering leads, who were excited about the productivity gains. Not the CTO, who saw the strategic positioning. The compliance team, the people everyone assumed…
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Who Owns AI Governance When Everyone Thinks Someone Else Does?
A few months ago, during a governance assessment at a mid-size financial services company, I asked a simple question: “Who owns AI governance here?” The CISO said the CTO owned it because AI is a technology decision. The CTO said the data team owned it because AI is fundamentally a data problem. The head of…
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The GenAI Governance Gap: Why Enterprise AI Initiatives Fail at Scale
Over the past two years, Generative AI has moved from experimentation to boardroom priority. Executives are no longer asking whether they should adopt GenAI, but how fast they can deploy it across the organization. Customer service copilots, internal knowledge assistants, automated document processing, developer productivity tools, and decision support systems are appearing everywhere. And yet,…
