Symposium Lab is building a data platform pioneering AI-driven clinical trial optimization by leveraging Real-World Data and integrating physician scientists’ domain expertise. Through our service, our customers can 1) discover market opportunities, 2) optimize clinical trial designs, and 3) identify capable principal investigators. We place a heavy emphasis on engaging capable Principal Investigators and apply their knowledge to fine tune our models. Our unique AI+Expert approach allows biotech and pharmaceutical companies to realize more efficient, cost-effective, and successful clinical trials rooted in real data and solid science.