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Quality Inspection
AI Vision Inspection
Detect surface defects, missing parts, assembly errors, screw-fastening issues, and dimensional anomalies in real time—with traceable inspection records.
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OUTREXAI · INDUSTRIAL VISION
Vision intelligence,
built for the production floor
We deploy high-precision vision algorithms at the edge to improve manufacturing quality, process efficiency, and workplace safety.
01AccurateBuilt for complex conditions
02Real-timeDecisions made at the edge
03Production-readyFrom PoC to deployment
ABOUT OUTREXAI
From algorithms to line integration,
we solve real manufacturing problems.
映策科技有限公司, operating under the English name OutrexAI CO., LTD., specializes in Edge AI and industrial vision. Starting with real production needs, we integrate vision models, edge computing devices, and existing factory systems into solutions that are verifiable, maintainable, and scalable.
Explore Our Technology →SOLUTIONS
Smart manufacturing starts with a clearly defined need.
No major equipment overhaul required. We integrate cameras, Edge AI Boxes, and existing management systems around your production environment.
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Process & Safety
Process & Safety Monitoring
Understand how people, machines, and materials move across the floor. Detect restricted-area entry, SOP deviations, and abnormal equipment conditions.
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Integration & Deployment
Algorithm Integration & Deployment
We help chip, camera, and automation partners complete model conversion, performance optimization, system integration, and production deployment.
↗SPECIALIZED SOLUTIONS
Explore factory AI by deployment need.
CORE TECHNOLOGY
AI that does more than see—
it makes decisions on-site.
From glare and occlusion to motion blur and frequent line changes, our solutions are engineered across algorithms, computing performance, and field deployment.
Temporal Perception
Temporal Perception
Continuously tracks targets across video frames in high-speed, occluded, and reflective environments, reducing false alerts caused by single-frame analysis.
Edge-native Inference
Edge-native Inference
Runs algorithms directly on the production floor, reducing latency and network dependency while keeping sensitive visual data on-site.
Adaptive MLOps
Adaptive MLOps
Adapts to new products, line changes, and environmental shifts with limited samples, reducing the wait for model retraining and redeployment.
DEPLOYMENT PROCESS
Validate first. Scale with confidence.
We confirm feasibility against clear acceptance criteria, reduce deployment risk, and then expand across additional lines and facilities.
- 01
Site Assessment
Define the challenge, camera placement, and acceptance criteria
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Data Validation
Collect samples, establish a baseline, and assess risks
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PoC Development
Train the model and stress-test it on-site
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Launch & Handover
Integrate alerts and deliver the operating workflow
CASE STUDIES
Proven on the production floor.
Every engagement begins with measurable goals, balancing accuracy, operational efficiency, and repeatability at scale.
CASE 01
GLOBAL TOOL BRAND SUPPLY CHAIN
AI Screw-fastening Inspection & Traceability
Detect missing or incorrect screws and fastening positions, trigger immediate alerts, and build complete production records to reduce manual reinspection.
Real-timeException alertsCompleteInspection records
GLOBAL CONSUMER ELECTRONICS SUPPLY CHAIN
Vision PoC for High-variability Lines
Validated temporal vision models in fast-moving, occluded environments to improve recognition stability in complex scenarios.
AI CHIP & CAMERA ECOSYSTEM
Edge AI Model Optimization
Completed model conversion, performance tuning, and endpoint integration to help partners shorten time to market.
FAQ
What to know before deploying Edge AI.
01What solutions does OutrexAI CO., LTD. provide?＋
映策科技有限公司 provides AI vision inspection, process and safety monitoring, algorithm integration, and edge deployment services.
02Can we begin with a proof of concept?＋
Yes. We first define the production need, samples, and acceptance criteria, then validate the model under real operating conditions before scaling.
03Do we need to replace our existing production equipment?＋
Usually not. We integrate with existing cameras, automation equipment, Edge AI Boxes, and management systems based on site conditions.
04How do we start a project assessment?＋
Use the inquiry form below or email us with your equipment, challenge, and target outcome. We will help identify an appropriate validation path.
CONTACT
Let’s start with your
production floor.
映策科技有限公司OutrexAI CO., LTD.
Tell us about your equipment, current challenge, and expected outcomes. We will help identify the right deployment approach.
megan@outrexai.org↗