Lead-Lag Live: John Boos, HendrenAI

John Boo says Hendren AI is building a pharmacy intelligence platform to automate repetitive work in pharmacies and health systems, especially prescription intake, triage, and phone support. He argues that the industry is full of manual bottlenecks, from handwritten prescriptions and fax-heavy workflows to insurance prior authorization delays, and that AI can replace a meaningful share of that labor.

Boo’s view is that the biggest opportunity is not a giant model, but the right-sized one for each task. For simple prescription-reading and workflow automation, Hendren AI uses smaller language models and on-premise or cloud infrastructure depending on cost and speed; for more complex clinical work, he says larger models make more sense. He also stresses that healthcare buyers need compliance, auditability, and back-end integrations rather than screen scraping.

He says the company’s sales motion is slow because large health systems have long procurement cycles, so it is also targeting medium and large pharmacies and mail-order operators. Boo frames the business as an efficiency play with sticky annual contracts, and says the company is now raising a seed round and looking for healthcare operators, vendors, and investors.