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Author
Theodore Johnson-Kanu
5 posts
AI Agents in Insurance Workflows: What Regulators Should Know
AI agents are already in insurance workflows. Where they operate, where accountability gaps live, and what oversight should look like.
Producer Licensing in the Age of AI Agents
State-based producer licensing was built when humans did the work. AI agents now do meaningful parts. The licensing framework hasn't caught up.
Why Autonomous AI Agents Won't Work in Insurance (And What Will)
Fully autonomous agents won't work in insurance. The path forward is constrained agents on shared infrastructure — and the constraints are the feature.
How Loss Runs Extraction Actually Works
Loss runs are the most important document in commercial underwriting. They also arrive as PDFs formatted by every carrier. Why extraction is hard.
What Is Authorization Chain Infrastructure, and Why Does Commercial Insurance Need It?
A framework for verifying not just who someone is, but what they're authorized to do, who granted that authority, and whether it holds up to audit.