Category: Agentic AI
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Only 3 Agentic AI Case Studies Pass the ROI Test — Here’s Why
The best documented ROI in enterprise agentic AI today comes from three production deployments: an enterprise software provider saving $100 million a year on support, a retail bank that cut fraud losses more than 20% with an agent that writes its own detection rules, and a packaged-food manufacturer that took $20 million out of its…
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Agentic AI Sandbox Isolation: The Control Behind 2026’s AI Escapes
Sandbox isolation is the enforced separation between where an AI agent is allowed to experiment and where production data, other companies’ systems, and the open internet live. In July 2026, two frontier AI labs learned, in public, what happens when that separation is stated in a policy instead of built into the infrastructure. I have…
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Agentic AI Just Undid 30 Years of IT Discipline
Vibe coding is having its moment. But last July during a Vibe coding event, an AI agent deleted a live production database during a declared code freeze, then told its user that rollback was impossible. It wasn’t. That is not a model failure. It is a missing dev/prod boundary, a missing approval gate and a…
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Agentic AI Lesson: Governed Scales, Headcount-First Gets Rolled Back
Agentic AI is software that takes a goal, plans the steps, uses tools and takes action toward an outcome with limited human supervision — not a chatbot that only answers questions. I picked two 2025–2026 banking deployments from public reporting because they ran the same play in the same industry and landed in opposite places.…
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Agentic AI Thought Leader Badges – Here Is the Work Behind Them.
Honored to be recognized by Thinkers360 with five Agentic AI thought leader badges: Top 10 in AI Orchestration, Top 10 in AI Safety, Top 25 in Agentic AI, Top 50 in AI Infrastructure, and Top 100 in AI Governance. I am grateful for the recognition. But badges are an output, not an input. What earned…
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Agentic AI in Healthcare: The Prior Authorization Case Study
For as long as I have been building agentic AI systems, I have heard a version of the same objection when the conversation turns to healthcare. Protected health information cannot touch an AI agent, they say. The liability is too high, the compliance burden too strict, the margin for a confident wrong answer too thin.…
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The Agentic AI Roadmap Stage Behind Tesla Robotaxi Headline
Tesla turned on unsupervised Robotaxi service in Miami. No safety monitor in the seat, live in a geofenced zone covering West Miami, Doral, and Coral Gables. Florida is now the first state outside Texas to get it, and Miami is the fourth city in the network after Austin, Dallas, and Houston. I read that headline…
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5 Stages of the Agentic AI Roadmap and Tesla FSD
Everyone wants AI agents that can work on their own. The hard part is knowing what each step toward that looks like, and being honest about which step you are on today. I built the Agentic AI Roadmap to make that clear. It has five stages, from Prompted to Autonomous. You reach each stage by…
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From Siebel to Agentic AI: How Enterprise Data Finally Got Free
I have spent over twenty years installing software so that business people could look at their own customer data. I mean that literally. Some of my earliest projects involved putting a CRM client on individual desktops, one machine at a time, before a salesperson could see a single account they already owned. That should sound…
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AI Agents Getting Verifiable Identity: What It Means for Your Enterprise
This third post on Enterprise AI focuses on AI Agents Getting Verifiable Identity and what it means for Enterprise AI. The thread so far: “Intent in, outcomes out. If you cannot draw a straight line from a token spent to an outcome delivered, you are not running an agent. You are running a meter.” — Agentic…