What it sells
Manufacturing AI.
Business model breakdown
Buyer: who owns the budget?
UnverifiedProcurement, design and manufacturing engineering leaders at manufacturers.
Trigger: what makes them buy now?
Accurate new-job quotations required cross-referencing old work; slow, incomplete searches held up RFQ responses and risked inaccurate cost/production estimates.
Workflow: what inputs become what output?
Ingest and analyze manufacturing data, add semantic context, search it and let AI agents run analysis, then capture decisions back as data.
Economics: what it saves and how it charges
Enterprise software; case studies claim 100,000 hours saved at an automotive OEM and 90%+ less time investigating regulated substances at a semiconductor equipment maker.
Distribution: how it reaches customers
Demo-led sales (Request a Demo), with case studies, webinars and trade shows.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| 2026-09-15 | Series D | $114M | — | news.google.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.