Six experts working for you

A panel of six AI agents reviews your formula

A Formulator, Safety Officer, Cost Analyst, Stability Expert, Regulatory Advisor, and a final Orchestrator — each with a distinct lens. They run in parallel and deliver a unified verdict in seconds.

How it works: Six Claude personas, each prompted as a domain expert (Formulator, Safety, Cost, Stability, Regulatory, Orchestrator), run in parallel via asyncio.gather. Each agent consults real RDKit data + our database (3,381 formulas + 7K chemicals + global regulations), then writes a scored verdict. The Orchestrator merges them into a single decision.