AI for Real Life.
Real Impact.
Amoza builds AI for the value chain — from shop floor to customer door. Today we build step one: aPlanner, an AI-powered production-planning engine for semiconductor and high-tech manufacturing, created by the founder in Korea.
MAKE > MOVE > SELL > DELIGHT — a direct-to-customer business model where production, delivery, selling and customer care run on one AI platform. Plan Smarter. Produce Faster.
An honest picture of the stage we are at
Pre-commercial MVP
aPlanner prototypes run on synthetic fab data. Phase 3 "Validate" (Oct–Dec 2026) is in progress; the first Korean fab pilot is planned for 2027. No customers, no revenue yet.
Founder-led, no legal entity yet
Personal research by the founder, Nguyen Van Duong (Danniel Ng), self-funded and supported by two Siemens Industry Software advisors and five engineering partners.
Founding in Korea
Amoza Korea Co., Ltd. (주식회사 아모자코리아) — incorporation Mar–May 2027, Incheon Songdo or Suwon (TBC), under the Technology Startup Visa (D-8-4) path with OASIS.
From Shop Floor to Customer Door
One connected platform for the entire value chain: MAKE > MOVE > SELL > DELIGHT. A D2C business model where production, delivery, selling and customer care share one data model and one AI. Today we build step one — aPlanner — in Korea.
aPlanner - AI-Powered Production Planning
Plan Smarter. Produce Faster. Four AI modules, one planning engine — built for semiconductor complexity: yield-aware, constraint-based, scenario-driven.
aPlanner
Korean fabs make the world's memory, but they still plan it in Excel: 3–5 days per planning cycle, 55–65 % forecast accuracy, ~70 % of planner time spent gathering data. aPlanner is designed to cut planning cycles from days to hours — on-premise or in a private cloud, so production data never leaves the fab.
Orchestrate every order across warehouses, stores and 3PLs — routing each one to the best fulfillment path on inventory, proximity, cost and delivery promise.
Intelligent storefronts connected to the same fulfillment and customer data — product discovery to checkout, personalized by AI.
Journey mapping, proactive service, intelligent routing and sentiment analysis — customer intelligence fed by production data.
What aPlanner is designed to deliver
Every figure below is a design target from simulation on synthetic fab data. There are no customer deployments yet; pilot results are expected in 2027.
1 product in MVP · 36-product roadmap
A six-step staircase: aPlanner → aMonitor → Amoza AI Platform → Smart Factory (MAKE) → Smart CX (DELIGHT) → the complete chain with MOVE and SELL. Every step reuses the data and AI of the step before.
Everything starts with planning.
Start with aPlannerBuilt for the industries that make things
Korea's semiconductor and high-tech manufacturing first. The other industries follow the platform roadmap.
One platform serving every pillar
Five components that aPlanner uses first and every later product reuses — one data model from production to inventory, orders and customer signals.
aCore
ML models, training pipelines and inference — forecasting for the fab today; inventory, pricing and churn tomorrow.
aFlow
Data pipelines and data quality — one ingestion layer for MES, ERP, WMS, commerce and CX data.
aConnect
ERP · MES · commerce · CRM integration hub. Pre-built connectors: SAP, Oracle, MES — in development; read-only first.
aExecutor
Autonomous AI agents that run multi-step workflows across pillars — re-plan, re-allocate, notify the customer.
aData
Governance, lineage and PII detection — required for Korean fabs and for customer data alike.
Security roadmap
On-prem / private cloud first, RBAC, SSO, audit trail. Roadmap: SOC 2 Type II (2027–28), ISO 27001 (2028), Korean ISMS (planned).
Validated on synthetic fab data — pilot results coming 2027
No customer quotes, no case studies — not yet. Here is where development stands and who is behind it.
Development stage
Who is behind it
No legal entity yet — personal research by the founder. Amoza Korea Co., Ltd. incorporates in 2027.
Founded in Korea, for Korea's fabs
Korea is the center of gravity of memory manufacturing. Amoza Korea Co., Ltd. will hold the IP, do the core R&D and sign every contract — with the founder in Suwon, Korean hires in 2027, Korean UI and KRW pricing. Data stays in the fab.
Build, extend, integrate — later
The developer platform — low-code with MendixOne, no-code with aForge, APIs via aHub — follows the Amoza AI Platform (2028–29). Today the integration work is read-only connectors for MES, SAP, yield databases and Excel.
Pilot program 2027 — Korean fabs & suppliers
Become a design partner and put AI planning into your fab — from shop floor to customer door, starting with the plan.
Pre-commercial MVP · no customers yet · founder-led · Amoza Korea Co., Ltd. incorporating 2027.