What it sells
AI that runs factories.
Business model breakdown
Buyer: who owns the budget?
UnverifiedMaintenance or plant manager at manufacturers.
Trigger: what makes them buy now?
Unexpected equipment stops costing production, emergency repairs and scrap.
Workflow: what inputs become what output?
Install wireless vibration/ultrasound/temperature sensors or connect PLC/SCADA/historian data; software flags developing faults, explains likely causes, and recommends checks for maintenance planning.
Economics: what it saves and how it charges
Hardware sensors plus recurring software/support; value pitched against unplanned downtime, emergency repairs and scrap (ROI calculator).
Distribution: how it reaches customers
Demo-led with deployment help; case study at Precision Associates, Inc.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Summer 2026 | — | Y Combinator | ycombinator.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.