What it sells
Physical AI for asset-heavy industries
Business model breakdown
Buyer: who owns the budget?
UnverifiedMaintenance, reliability and plant managers at manufacturers.
Trigger: what makes them buy now?
Unplanned machine downtime and reactive maintenance.
Workflow: what inputs become what output?
Install wireless vibration/temperature sensors; AI detects failures early and diagnoses root cause; alerts feed CMMS work orders, preventive maintenance and parts inventory.
Economics: what it saves and how it charges
Hardware sensors plus software subscription (condition monitoring and CMMS); claims 3-month payback and trust by 2,000 manufacturers.
Distribution: how it reaches customers
Demo-led sales with a Calculate your price tool, integrations with Oracle, NetSuite, SAP, Maximo.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2021 | — | 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.