ADSM TECH + HAFISO SYSTEM PTE LTD
AI Vision Inspection & Quality Control Singapore
Give inspection teams another way to see variation.
ADSM works with HAFISO System Pte Ltd on computer vision and machine vision inspection solutions combining cameras, software, AI and industrial integration. Inspection criteria are designed around the product and operating requirements.
Visit HAFISO System (opens in a new tab)
What Is AI Vision Inspection?
AI vision inspection analyses captured images to help check a product, component or process against defined requirements. Depending on the task, a solution may combine conventional image processing, recognition models and explicit inspection rules.
For Singapore manufacturing teams, automated visual inspection can support repeatable checks and an accessible record of results. The design should include a review route for uncertain or unexpected cases.
AI QUALITY INSPECTION
Inspection Use Cases
Defect & Surface Checks
Defect detection and surface defect detection for agreed examples of damage, finish variation or visible irregularities.
Components & Assembly
Missing component detection and assembly verification against the expected configuration.
Labels & Text
Label inspection and optical character recognition (OCR) to read text and compare it with an expected value.
Codes & Counting
Barcode / QR recognition and product counting to support identification and traceability.
Packaging Inspection
Check packaging features, positioning and visible completeness against the agreed inspection criteria.
Classification & Sorting
Classify products and provide a result to an agreed sorting workflow, with uncertain cases routed for review.
From Camera to Inspection Record
- Camera
- Image Capture
- AI Analysis
- Pass / Fail / Review
- Alert / Action / Record
Define what happens after each result: a staff review, an alert, a recorded observation or a permitted machine action. Any physical reject or sorting mechanism must be engineered and tested for the production process.
EVALUATE IN THE REAL ENVIRONMENT
What Determines Inspection Performance?
Actual accuracy depends on image quality, product variation, lighting, training data and inspection requirements. Camera placement, focus, exposure, line speed and the range of acceptable products should be assessed together.
Evaluate representative good products, known defects and borderline cases before deployment. Agree how false accepts, false rejects and uncertain results will be reviewed. AI quality inspection does not guarantee detection of every defect, and ongoing checks are needed when products or conditions change.
ADSM + HAFISO
AI, Software & Industrial Engineering — Working Together
ADSM Tech works with HAFISO System Pte Ltd to deliver projects requiring a combination of AI, software, automation and industrial engineering expertise. Both teams bring AI and software capabilities to this joint offering.
Our combined capabilities can support solutions involving:
- Artificial Intelligence
- Machine Learning
- Software Development
- Cloud Platforms
- Data Analytics
- Industrial Automation
- PLC & Control Systems
- Sensors & Instrumentation
- Machine Vision
- Robotics
- System Integration
Depending on project requirements, the combined team can support projects from application development and AI implementation through to industrial system integration and on-site deployment.
Learn More About HAFISO (opens in a new tab)START A CONVERSATION
Have an Industrial Process You Want to Improve?
Tell us about your machines, workflow or operational challenge. We can assess where AI, software or industrial automation may be useful.
What to include in your enquiry (optional)
Share whatever is available. You do not need to have all the technical details before contacting us.
- Your industry and current process
- Number and type of machines or equipment
- The main operational problem
- What you want to monitor or automate
- Existing PLC, control system or application, if known
- Estimated project timeline