HOW PHINOS AND PHINFOUNDRY WORK TOGETHER

From R&D question to materials solutions.

PhinOS is the digital scientist. PhinFoundry is the digital lab. Together they turn ideas into testable hypotheses and promote only those worth running in a lab.

YOUR TEAM
  • Set goals and constraints
  • Physically test pre-validated candidates
PHINOS
  • Agentic literature search, experiment design, and reporting
  • Automated workflow execution
  • Design spaces natively utilize previous data
PHINFOUNDRY
  • Automated digital experimentation
  • AI-accelerated simulations
  • ML surrogates screen millions of candidates
R&D STOPS BEING FRAGMENTED

PhinOS and PhinFoundry unify materials development.

PhinOS manages all your R&D, while PhinFoundry trains and runs ML models that are calibrated to your materials.

PHINOS

Ties every experiment to a business target

Business and technical targets define the objectives, constraints, and measurements of a materials search space. Every prediction, validation, and rejected path stays tied to its context, so each iteration leverages all your data.

PHINFOUNDRY

Tests materials before you make them

Uncertainty aware ML Models grounded in first-principles quantum mechanics evaluate candidates to reduce your physical experiment load, returning properties and the confidence behind them. Your lab stops being the only place your team can learn something.

DECISION LOOP

Turns learning into action

Humans remain natively in the loop as model confidence increases to gate critical transitions. Digital experiments turn into experiment proposals, and experiment proposals become validated materials solutions.

COMPOUNDING GAINS

PHIN makes progress deterministic.

PhinOS and PhinFoundry synergistically combine to streamline your materials development.

to double material performance

PERFORMANCE GROWTH
SCIENTIST TIME

Desk work

20%Today 45%

At the bench

22%Today 40%

Breakthrough science

58%Today 15%
Read the case studies

Turn an engineering problem into an evidence-backed solution path.