Factory Insight AI — spotting assembly line faults early
Fastening signals read as they happen, so defects that used to surface downstream are caught the moment they occur.
REFERENCES
Build cases
Projects across manufacturing, energy, mobility, public, finance, home AIoT and enterprise services.
Each shows engagement type, client and field.
- SectorsManufacturing · energy · mobility · public · finance · home AIoT · enterprise services
- EngagementB2B · B2G · global
References
Selected work
Pick a sector to gather the cases; the badges and the detail block show the engagement, the client and the field at a glance.
AI Smart Optimizer — optimising heat treatment
Heat treatment diagnosed, faults detected, expert judgement kept as data. (project ongoing)
Autonomous operation of a paper mill with AI-OT
Scattered process data is brought together to cut energy use and to predict when equipment needs replacing. (project ongoing)
AI agent for material lookup
Material information spread across several systems, brought together so one conversation finds it.
AI Vision defect detection on the assembly line
AI Vision at the edge device detects defects on each product on the line.
PLC development, verification and test automation
PLC functions developed and verified, with an AI-based test automation solution built.
Over-the-air updates for Hyundai CCU, IVI, AMP and HUD
Over-the-air and USB update developed and verified across four controllers.
Vehicle HMI and middleware for a global OEM
Vehicle display and middleware functions developed to the OEM’s specification.
Cybersecurity deliverables for Toyota CCS and TSP
Threats to the connected service and telematics platform analysed, and the security management deliverables written.
Infotainment and cluster software in mass production
Infotainment and instrument cluster software supplied in production over several years.
CarPlay and Android Auto for vehicle IVI
Wired and wireless CarPlay and Android Auto certified, plus cluster CarPlay Ultra.
Vehicle controller functions and solutions
Controller functions developed and supplied, with (H)OTA reprogramming and UDS and CAN diagnostics.
MCU Secure Lib and Crypto development
A security library and cryptographic functions built into the controller MCU.
EV charging platform
Charger integration, map monitoring, membership and payment — later our own EVCP.
EV charger apps (North America and Europe)
Driver and engineer apps for fast and slow chargers, supplied for several countries.
Cloud infotainment monitoring
A cloud monitoring platform developed with partners and proven in Daegu. (exhibited at FIX 2025)
Integrated financial SI · Group communication app
From a prepaid card to an app across eight group companies — years as their SI partner.
ThinQ home AIoT · webOS · enterprise cloud
ThinQ apps, webOS apps and enterprise cloud, supplied for years as an annual partner.
Home IoT and Matter, developed and certified
Home IoT, the Matter protocol, device connection and sensors developed and certified.
AI support for customer service
The knowledge relevant to the question is found first, and the reply is drafted from it.
There is nothing published for this sector yet. Choose another sector above, or press 'All'.
Partners & Clients
Clients and technology partners
The clients we have worked for, and the global vendors whose products we supply and support.
ClientsConsulting & Development 
Technology partnersVendor 
As the official Korean partner for these vendors, we supply genuine licences and provide engineering support, training and integration. See Global Partners for the detail.