We are AI-native people who love science, and we build the platforms that let agents do the work.
We built agents that do what a materials scientist would: read the literature, run the simulations, fit models to your own records, and explain why the answer holds. Coatings runs in production today. Formulation, metals and ceramics are next, on the same engine.
Every materials company has a list of questions it would answer if it had the people: the failure nobody has had a month to chase, the substitution deferred twice, the transfer everyone worries about.
The measure of our work is how many of those questions get properly answered in a year.
The investigation itself is run by agents, which is why a second question costs less than the first instead of the same.
Sources on every number, and a stated refusal where the data cannot support an answer.
Coatings is the first field taken all the way down to fitted process physics.
The same agents and the same models run coating analysis in production every day.
Talk to the person who runs this. Bring the problem that is in front of you.
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