Global-Grade Automated Quality Checks
A VLM multimodal model inspects every product against your standards, instantly producing OK / NG / NR verdicts with confidence scores. No eye fatigue, no judgment variance.
Process · Quality · Communication,
connected by one AI solution
Line analysis, process monitoring, quality inspection, and on-site communication powered by VLM multimodal AI — an integrated manufacturing DX solution that handles every flow on a single platform.
LIVE INSPECTWAION EDGE VISION AI · CONSOLE
Why WAION Edge Vision AI
Designed for real manufacturing sites — where networks are unstable, integration budgets are tight, and every line speaks a different language.
Minimum Cost, Maximum Impact
Manage production without MES or ERP. A single camera feed drives inspection, tracking, and dashboards — skipping heavy system integration.
Runs Perfectly Offline
Inference runs directly on an edge server beside the line. Verdicts continue even when the network drops, and production data never leaves the site. On-premises AI.
Localized, One-Stop System
Planning, installation, setup, and maintenance — all done on-site. Tailored to your line layout and workers' languages, one partner stays responsible to the end.
Operations That Are ‘Invisible, Slow, and Disconnected’
Manufacturing sites in Southeast Asia still run on analog, paper-and-eyes operations behind language barriers. The three problems occur together — they demand an integrated solution.
01
Invisible Processes
No real-time data — operations run on after-the-fact responses
02
Quality-Control Limits
Manual checks and visual inspection cause verdict variance
03
Communication Breakdown
Language barriers between managers and local workers
One Platform, Four Connected Modules
A field-execution architecture that handles process, quality, and communication on a single data flow — not four tools bolted together.
Assembly Line Analysis
A single camera tracks line flow, exposing bottlenecks and slowdowns in real time.
- Object Tracking
- Tracks workpieces and workers individually
- Takt Time
- Auto-aggregates time spent per process
- Bottlenecks
- Flags congestion points and root sections
Injection Pass/Fail Inspection
Vision-based defect detection gives every product a verdict, with the reasoning recorded alongside.
- Defect Detection
- Scratches, short shots, foreign objects
- OK / NG / NR
- 3-level verdicts, automatic recheck routing
- Confidence Scores
- Records verdict probability and timestamps
AI Translation Communication
Removes the language barrier between managers and local workers with real-time translation.
- Real-Time Translation
- Instant voice and text conversion
- Multilingual
- Run lines in local languages
- Work Orders
- Keeps instruction and confirmation history
Manufacturing DX Dashboard
Brings line, quality, and communication data into one view for instant anomaly detection.
- Unified View
- Line and quality metrics in a single view
- Real-Time Alerts
- Immediate notification on anomalies
- Lead Time
- Tracks production flow and delivery
Beyond Data Collection — Judgment and Action
Built to work as a field execution system, not just a monitoring tool.
Vision Camera
- InputCamera FeedsCaptures line and injection processes
- InferenceDefect Detection ModelDetects and classifies defect types
- ActionOK / NG / NR VerdictsRecorded with confidence scores
- OutcomeStable QualityFewer defects, consistent verdicts
Process Equipment
- InputEquipment · PLC · SensorsReal-time process data
- InferenceEdge AI InferenceLow-latency processing on-site
- ActionAnomaly Detection & AlertsDetects warning signs in real time
- OutcomeFaster ResponseCuts anomaly response time
People Workforce
- InputWorker Voice & ChatOn-site communication
- InferenceVLM Multimodal UnderstandingUnifies video, text, and voice
- ActionTranslation & DashboardMultilingual, unified visualization
- OutcomeOperational EfficiencyHigher productivity, lower cost
Every Product Gets One of Three Answers
Clear, consistent, and traceable — three states the shop floor already understands.
NGNo Good
Detects the defect and shows the cause, turning findings into on-site correction — not just disposal.
OKPass
Meets the standard and moves on to the next process, recorded with confidence score and timestamp.
NRNo Read
Low-confidence verdicts are routed to manual recheck. Nothing passes arbitrarily.
Field and Management, One Real-Time Screen
From a station's live inspection feed to line-level operation status, everything flows in the same console. No jumping between screens.
An Edge Architecture Built for the Factory Floor
Each line runs a ‘Standard Vision Station’ — four edge cameras and one edge server. A server room ties the site together and scales line by line: start with one station, grow to the whole factory.
Lines / Site6+
On-Prem Inference100%
Cloud Dependency0
One-Stop Partner1
- VLM multimodal AI models — vision object recognition and defect detection
- Edge-tailored architecture — runs even on unstable networks
- Built-in multilingual processing and on-site communication
Beyond Validation, Toward Global Expansion
Collaboration with Ansys secures the starting point for commercializing manufacturing DX globally.
Line analysis, quality inspection, and on-site communication in one AI solution
We hold VLM multimodal analysis models and lightweight edge inference technology, validated through an on-site PoC in Indonesia.
- AI TechnologyVLM multimodal models · lightweight edge inference · multilingual processing
- Field Validation (PoC)Verifying line fit and verdict accuracy at a manufacturing site in Indonesia
- Global ExpansionCommercialization with Ansys, expanding across Southeast Asian manufacturing hubs
Bring Edge Vision AI to Your Line
See OK / NG / NR verdicts on your actual products. From planning to installation and setup, we're with you on-site.