We build AI co-scientists for the people solving plastic waste

We radically transform the speed and leverage of scientists and engineers working on the plastic waste crisis. Our AI co-scientists eliminate the digital toil of materials research so you get to market first.

Meet R+D Studio — our AI research platform for R+D polymer scientists and engineers.

Behind your firewall

IP-safe by default. Dedicated hardware inside your facilities.

Always evidence first

Your results, tracing the published science "why" behind every research call.

Earlier go / no-go

Invest precious lab cycles on the next-best experiments, leaving dead ends behind.

JCATI Research Partner · Washington State University

R+D Studio

What R+D Studio does

Three questions every materials program runs on. Today the answers live in people's memories, old notebooks, and retests nobody wanted.

Answers

What's been tried — and what's comparable?

Search internal experiments and public research with click-through, source-linked evidence — so you don't repeat work.

Recommends

What should we test next?

Rank next-best experiments by expected payoff and spec likelihood under constraints — cost, time, materials.

Plans & de-risks

Will this plan pass spec?

Forecast spec-to-pass risk early, surface failure modes, and keep an audit-ready trail tied to standards + evidence.

Close your R&D innovation silos

Materials R&D moves faster when your team can find what's known, trust the evidence, and act with confidence—without repeating dead ends.

Capture negative results so failures become reusable knowledge, not lost cost.

Unify team learning across people, projects, and sites—one shared source of truth.

Cut through biased literature with source-linked evidence and clear provenance.

Replace guesswork with decision support: ranked next-best experiments under cost + spec constraints.

Result: Shorter R&D cycles, fewer redundant experiments, & fewer late-stage certification surprises.

Knowledge silos illustration showing fragmented experiments being connected to innovation

Who it's for

Materials startups

Every experiment is runway. See what's been tried, rank what to test next, and spot spec risk before you pay for samples.

  • Screen recycled-feedstock formulations before ordering material
  • Show investors a certification path backed by evidence

Academic labs

Turn the literature and your group's past results into testable hypotheses, with every claim linked to its source.

  • Map what's known about a polymer system before writing the proposal
  • Keep negative results as reusable knowledge when students graduate

Why ReUse Labs

Built for your lab, not for the demo.

Most AI-for-science tools stop at a bespoke demo: impressive on curated data, stalled when they meet a real lab's notebooks, spec sheets, and failed batches.

R+D Studio starts from your own experiments, failures included, and ties every recommendation to source-linked evidence and the spec you have to pass. The output is a ranked next experiment you can run this week, with an audit trail you can defend.

Ready to compress your R&D timeline?

AI-powered R&D intelligence that designs better experiments, accelerates time-to-market, reduces failed certifications, and maximizes ROI. While competitors waste resources on trial-and-error, you'll ship winning products faster.

Hours

To first insights after onboarding

100%

Evidence-backed decisions

ReUse Labs

Waste is merely material we have not yet learned to value.

Contact us

Want to see R+D Studio on your material? Request a demo instead.

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