What it sells
AIoT monitoring, workflow, and evidence systems for regulated labs.
Business model breakdown
Buyer: who owns the budget?
Lab managers, QA/compliance, EHS leaders at pharma, biotech, CRO/CDMO and testing labs.
Trigger: what makes them buy now?
Labs are staffed about 50 hours a week while the other 118 hours still need monitoring and audit evidence.
Workflow: what inputs become what output?
AIoT sensors capture conditions, the Sci-Edge layer responds locally, software modules route alerts and produce ALCOA+ audit-ready records across equipment, inventory, space, gas.
Economics: what it saves and how it charges
UnverifiedHardware plus modular software (8 modules); claims 200+ deployments, 20,000+ devices.
Distribution: how it reaches customers
Book a 30-minute demo; partner program with OEM/white-label (Thermo Fisher LabServ).
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Summer 2018 | — | 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.