Use Cases

Where AI meets real-world workflows.

Industry-specific breakdowns of problems, systems, and measurable impact. Built from client work, not theory.

How health systems get cited by ChatGPT and Perplexity when patients search for treatment options, symptoms, and provider recommendations.

How LLM agents process FNOL across voice, forms, and email, cutting claim resolution costs 20-50% and boosting adjuster productivity.

How to use this

Reading guide

Each use case starts with the problem, then walks through the system and impact. If you want decision frameworks, visit Frameworks.