Category: Case Study
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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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11 OpenAI Agentic AI Case Studies Analyzed and Mapped
Quick answer Of the 11 OpenAI case studies analyzed here: 1 sits at Prompted, 3 at Piloted, 3 at Governed, 3 at Assured, and 1 at Autonomous. This is the most evenly distributed maturity spread across OpenAI, AWS, and Claude vendor case studies analyzed in this series. Companies that reach Assured or Autonomous share one…
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Agentic AI Autonomy Trap: Healthcare vs Fintech Case Study
Two Agentic AI Case Studies – One Success, One Reversal And What Separates Them I have spent this year documenting agentic AI wins. This edition is different. I want to put a genuine success story next to a genuine reversal, side by side, because the gap between them is not about the technology. It is…
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Agentic AI’s Autonomy Trap – A Case Study
I have spent this year writing about agentic AI wins across banking, healthcare, and manufacturing. A European fintech company is the case I keep coming back to for a different reason. It is the clearest public record of a company that pushed straight past Governed toward a claimed Autonomous, skipped the Assured stage of my…
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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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11 Claude Agentic AI Case Studies Analyzed and Mapped
After going through AWS’s case study library, I went back to Claude’s own customer stories page and did the same exercise. If you are interested in reading Claude agentic AI case studies, this resource is especially useful. It is a different kind of library. AWS shows you everything from security automation to lunar hardware. Claude’s page…
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11 AWS Agentic AI Case Studies Analyzed and Mapped
I spent this weekend going through the AWS Solutions Library and its customer success stories, hunting for the deployments that have actually shipped. I was specifically interested in AWS agentic AI case studies—not the polished demos, but the ones running in production with real numbers attached to them. Eleven of them are worth your time. I…
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50 Agentic AI Enterprise Case Studies, Mapped to the Roadmap
This post has one objective: to collate the enterprise agentic AI deployments worth knowing about, analyze what each one actually achieved, and classify it against the Agentic AI Roadmap I published earlier. Most agentic AI conversations stall at the pilot. The more useful question is what happens when an agent reaches production and has to deliver…
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Agentic AI Case Study: Credit Card Origination on Claude and AWS
Agentic AI Credit Card Processing : Rebuilding Credit Card Origination as a Multi-Agent System on Claude and AWS A Fortune 100 financial services CIO asked his team a deceptively simple question. Why does it still take days to issue a credit card when we already know everything about the applicant in seconds? The answer may…