SolidSky is a materials company building vertical integration across simulation, synthesis, testing, and process validation . Our agentic lab connects computational chemistry, physics-informed neural networks, high-throughput experimentation, and automated reactors into a continuous learning loop.

We generate novel catalyst formulations using density functional theory and surface mechanistic modeling. These candidates are automatically synthesized and screened in custom multichannel reactors capable of evaluating thousands of materials per month . High-resolution performance and degradation data are then fed back into the model, improving predictive accuracy with each cycle.

This closed loop does not stop at bench discovery. Promising materials are advanced through kinetic validation, digital twin process modeling, and industrial reactor simulation to ensure they survive contact with operational reality . The result is not simply a better material, but a deployment-ready process.