llm-pipelines
(2)
Develop Health
Develop Health is a San Francisco Bay Area healthtech company building AI that removes the paperwork between a doctor writing a prescription and a patient actually getting it. Its EHR-integrated platform uses more than a dozen purpose-built large language model pipelines to verify insurance coverage in real time, assemble and submit the correct prior authorization package, track status, and draft appeals for denials - work that normally consumes hours of a care team's day. Founded in 2022 by former Canvas Medical and Rupa Health operators, the company raised a $14.3M Series A in August 2025 and says it cuts medication-access admin work by roughly 83% while supporting hundreds of thousands of patients a month.
Pathway
Pathway builds infrastructure for live AI - systems that think and learn in real time instead of being frozen at training. Its source-available Python framework powers high-throughput, low-latency ETL, stream processing, real-time analytics, and RAG/LLM pipelines that stay continuously in sync with sources like SharePoint, Google Drive, S3, Kafka, and PostgreSQL. The company is also developing BDH (Baby Dragon Hatchling), a post-transformer frontier model aimed at solving continual learning and long-horizon reasoning. Pathway is trusted by organizations including NATO, La Poste, and Formula 1 teams.