What is a private Science LLM?
A private Science LLM is a domain-specific AI environment that works with a company’s own R&D memory — formulas, lab notes, TDS, MSDS, test results, customer complaints and technical service history — without requiring that confidential know-how to be placed in a public AI system.
Private R&D memory
Connects old formulas, experiments, approved raw materials, failures and technical answers into one searchable knowledge layer.
Decision workflow
Produces ranked options, evidence maps, missing-data questions, DOE templates and technical response drafts for expert review.
Client-controlled deployment
Designed for private cloud, on-prem server or offline workstation deployments where client-owned data remains controlled by the client.
Not a replacement for chemists.
A private Science LLM is not a magic formula machine. It is a decision assistant that helps experienced teams avoid repeated mistakes, organize evidence, and reduce the number of low-value experiments.