What it sells
Manufacturing AI
Business model breakdown
Buyer: who owns the budget?
UnverifiedPlant managers, cost/finance and quality heads at Korean manufacturers (customers of 30-200 employees cited); eligible for government smart-factory subsidies.
Trigger: what makes them buy now?
Costs move out of normal range and are only found after month-end close; item names differ across ERP, MES and Excel and reconciliation relies on people.
Workflow: what inputs become what output?
Reads ERP, MES and Excel read-only, ontology aligns item names, detects anomalies beyond company norms, gives cause candidates with amount and evidence, answers Korean questions with tables/charts, and drafts an action plan sent via Slack/email while humans approve.
Economics: what it saves and how it charges
Build fee (ontology setup scope) separate from annual or monthly license; first scope is one plant, one product line, one month-end, 4-6 weeks; government subsidy up to 50% (example total KRW 400M with KRW 200M customer share).
Distribution: how it reaches customers
Consultation-led ('apply for adoption consultation', demo, diagnosis DARVIO); government AI support program assistance.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| 2026-06-16 | Pre-Series A Bridge | — | — | 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.