Manufacturing
AI production planning for the world's most complex manufacturing — starting with Korean semiconductor fabs, their suppliers and high-mix electronics, display and battery plants.
aPlanner is a pre-commercial MVP validated on synthetic fab data. All figures below are design targets; no customer deployments yet.
Solutions for Every Manufacturing Type
Discrete Manufacturing
Complex scheduling, multi-level BOMs, and quality management for discrete production.
Process Manufacturing
Batch optimization, recipe management, and regulatory compliance for process industries.
Semiconductor Manufacturing
High-complexity planning for wafer fab, NAND Flash, and semiconductor assembly.
Manufacturing Challenges We Are Building For
aPlanner addresses the planning challenge today; the other MAKE products are roadmap.
Slow Planning Cycles
Delayed production, missed orders
Quality Issues
Scrap, rework, customer complaints
Low Equipment Utilization
Wasted capacity, high costs
Poor Visibility
Reactive decisions, firefighting
Yield Loss
Material waste, margin erosion
Siloed Systems
Data gaps, manual processes
The MAKE Platform for Manufacturing
One product in MVP today — aPlanner. aMonitor follows; the rest of the MAKE suite is roadmap (2029–31).
aPlanner
aMonitor
aOps
aQuality
aYield
aMake
Extend Beyond the Factory
Manufacturing doesn't stop at the factory door. Connect production to your full value chain with additional Amoza solutions.
From Paid Assessment to Subscription
Planning Readiness Assessment
Map planning process, data sources (MES, ERP, yield DB, Excel) and constraints
Pilot on One Line
Deploy aPlanner on-prem or private cloud; read-only connectors; planners validate every plan
Starter Subscription
Convert the pilot to a KRW subscription; write-back of approved plans after sign-off
Expand
Multi-site; aMonitor (2027–28) and the MAKE suite as they ship
Target performance — MVP under validation (2026)
Modelled on synthetic fab data. Baselines are industry observations from spreadsheet-based planning; targets are design goals for the 2027 pilot — not measured customer results.
| Metric | Today (spreadsheet planning) | Target with aPlanner | Target improvement |
|---|---|---|---|
| Master-planning cycle | 3–5 days (Excel) | Target < 30 min full-fab schedule | Target 80% faster |
| Forecast accuracy | 55–65% (spreadsheet) | Target 85–90% | Target +20–30 pts |
| Scenario evaluation | Days per scenario | Target minutes per scenario | Target 95% faster |
| Planner time on strategy | ~20% (70% gathering data) | Target 60% | Target 3× |
Three advantages no overseas vendor can copy quickly
Korea is the center of gravity of memory manufacturing. Amoza Korea is being founded there — next to the planners.
Data stays in the fab
On-premise or private cloud inside the fab network — air-gapped option, read-only connectors first, no production data leaves the site; K-ISMS / ISO 27001 roadmap.
Korean fabs reject off-site production data. Cloud-first planning suites stall in the security review; we clear the #1 objection on day one.
Korean systems landscape
Pre-built connectors for in-house MES, SAP ERP, yield / bin databases and planner spreadsheets; Korean SI / MES partners deliver; two Siemens Industry Software architects advise on MES / PLM integration.
Incumbents need 12–18 months of system-integrator customization; we target 8–12 weeks to a running pilot because the Korean stack is our default, not a project.
Korean users, Korean support
Korean UI, reports and approval workflow; Korean hires in 2027 (planning domain, MES integration, BD); founder and support within an hour of the cluster (Songdo / Suwon); KRW contracts with a Korean company.
Overseas vendors support in English from another time zone; we sit next to the planner, in Korean, at roughly half the incumbents' entry price (Starter KRW 120–300M).
Expert Manufacturing Services
Pilot program 2027 — Korean fabs & suppliers
A paid readiness assessment, then an 8–12-week pilot on one production line — deployed inside your fab network. Design partners shape the roadmap.