CASE STUDIES
AI systems built for real operations.
Long-form accounts of manufacturing, semiconductor, and infrastructure systems delivered in Japan — from the operational constraint to the architecture, implementation, and measured result.
SELECTED WORK
Four production stories
Explore the full project context, technical decisions, system flow, and outcomes.
FeaturedManufacturing
From Manual Counting to Verified Shipments: AI-Powered Pallet Verification for the Assembly Line
Challenge
Operators counted pallets tier by tier by hand, with no image evidence, no verification before release, and counts lost whenever a shift changed mid-pallet.
- Shipment error rate after release gate
- <5%
- Pallet traceability
- 100%
- Operator languages supported
- 7
Semiconductor
AI in Semiconductor Manufacturing: Silicon Fab Inspection Pipeline
73%Less manual review time per lot
View case studySemiconductor
On-Prem Wafer Inspection AI: From Folder to Annotated Result in Minutes
2.2×Faster per-lot inspection
View case studyInfrastructure
From Cloud Dependency to Full Infrastructure Ownership
~65%Lower infrastructure cost
View case study