Matflow
Scientific R&D
The AI-native operating system for chemistry & materials R&D.
An end-to-end scientific R&D platform: ingest lab data in minutes, design experiments with physics-validated AI, run self-driving labs, and export everything you own. Every number on the platform carries an evidence class and an immutable engine card — nothing fake is presented as real.