The science your whole company runs on.

Agents that understand the science, run the simulations, and deliver the work. Wired into your records, your instruments, the literature, and the models fitted to your processes.

Months of work, ready to defend in days.

Already at work in coatings

Vacuum deposition equipment on a coating line
A coating batch rejected with every setpoint in spec. Coatings and surface engineering →
An extrusion hall lined with hoppers and take-off equipment
The replacement recipe for a restricted solvent, scored against your spec. Polymers and formulation →
Additively manufactured metal housings with their support structures, still on the build plate
A powder lot that changed, and the parts that stopped passing. Metals and additive manufacturing →
Ceramic bodies at successive stages of forming and firing
A sintering window that moved when the line was scaled. Ceramics and technical minerals →

Good parts off every machine, not just the first.

No setting had changed. What changed was how much energy each ion still carried when it reached the part, and the recipe was never the problem.

See the coatings work →
Machine 1made good parts
Machine 2same recipe, scrap
Setpointsidentical
The difference was upstream of every setting on the sheet.

What stands behind every answer.

Property predictionSIMULATED
compositionstructure
structuredensity, modulus
ensemble spreaduncertainty band
A simulated number is labelled simulated and shows its spread, so you can tell what to commit a batch to and what to test first.

The dead ends are cleared before anything reaches the bench

Every case is worked with every method that applies: the literature read, the simulations and models run, machine learning fitted to your own batches. What reaches your lab has already passed that work, so your chemists' weeks land on the trials that can win.

Every number carries its source

Measured values are never pooled with computed ones, and every result shows what it was calculated from. Where your data cannot support an answer, Theorema Materials names the one measurement that would settle it.

Adhesion, batch 42evidence
Measured, your lab2.1 N
Expected from your own history4.0 ± 0.6 N
Batches the fit rests on46
Degree of curenot measured
The result sits three standard deviations below what this formulation has done 46 times. Degree of cure was never measured, so the split between lot reactivity and short cure is reported as open, with the test that would close it.
Your know-how

The know-how stays when people leave

Every question, its answer and the reason behind it are written to the product's record. What lives in one chemist's head becomes something the company works from.

Your models

The models you pay for stay yours

Every model is fitted on your data alone, never pooled with another company's, and it stays your property.

Your data

Your data stays in the EU

Your data is stored and processed on Azure in the European Union, in your own workspace, where only your own people can reach it.

How that is enforced →

One platform for several industries.

Coatings runs in production today, with its own product and its own site.

All industries, one engine →

More science done with the team you have.

The agents do the legwork and your scientists judge the results.

Already at work in coatings.

Contact us

The questions that come up first.

Why not just use ChatGPT?

A general model knows chemistry in general. Theorema Materials runs on your own records and cites its sources.

Our records are a mess.

Theorema Materials reads your exports, spreadsheets and scanned reports as they are, and excludes what it cannot verify.

This will be another black box.

Every answer separates the facts from what the model inferred.

Our data has to stay ours.

Files, results and the models fitted on them stay your property, processed and stored in the EU, in your own workspace. The full answer →

Our supplier does this for free.

A supplier recommends from their own catalogue, and the qualification risk stays with you. Theorema Materials rebalances the whole formulation across suppliers, scored against your spec.

We already have a data team.

Then you have the half most companies lack. Theorema Materials brings the domain science: the models, the simulations and the literature.

Start with one site, or one product family.

The first conversation is about your problem, not our software.

Contact us