What it sells
AI agent that manages manufacturing operations over text
Business model breakdown
Buyer: who owns the budget?
UnverifiedPlant or operations managers at manufacturers (terms describe a platform for frontline workers and managers with a manager analytics dashboard); inferred.
Trigger: what makes them buy now?
Positions retained veteran knowledge and reduced downtime as reasons to adopt; illustrative shop histories are not named verified deployments.
Workflow: what inputs become what output?
Answers from shop documents, flags equipment drift, routes work orders and escalates to managers. History attributes fixes to document/page/revision or confirming supervisor.
Economics: what it saves and how it charges
Claims shops complete over 15% more jobs and that tribal knowledge is retained as a searchable plant history; revenue model not stated.
Distribution: how it reaches customers
Demo/contact intake asks lines, shifts, headcount and operational problems. No numeric tariff or minimum verified on reviewed homepage.
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.