The technology features AI at its core to provide multiple AI tools in a modularized form for different inspection, maintenance,and process control related tasks common in precision manufacturing industry.
High precision recipe-free AI based visual defect inspection and classification.
Root cause mapping for indicating errors in upstream process.
Non-intrusive equipment run status monitoring and error assist using learned behaviour from UI messages and operatori nterventions.
Equipment health monitoring and logging.
Equipment insight generation for process optimization and recipe refinement.
Checklist based assistance and tracking for preventive maintenance and assists.
Predictive maintenance capability.
Ideal collaboration partners span semiconductor manufacturers, pharmaceutical firms and other precision manufacturing industries, hardware manufacturers for the production and upgrades of the vision systems, and research institutions focusing on AI.
POTENTIAL APPLICATIONS
This technology has applications in the manufacturing operations for the following industries:
MedTech
Pharmaceuticals
Semiconductor
Electronics
Automotive
Precision Engineering
Aerospace
MARKET TRENDS & OPPORTUNITIES
With the projected growth and with production schedules becoming increasingly demanding, the ability to harness the power of artificial intelligence for predictive maintenance, process optimization, and quality control is a game-changer. These tools not only
enhance the overall productivity but also enable companies to maintain a competitive edge in an ever-evolving landscape.
This technology is particularly attractive to these markets due to its ability to drastically reduce scrap rates and improve OEE(Overall Equipment Efficiency), thereby leading to significant cost savings. The growing trend of automation and AI adoption in manufacturing presents a substantial market opportunity for this technology.
UNIQUE VALUE PROPOSITION
The unique value proposition of the AI platform lies in its increased precision, flexibility, scalability, and seamless integration into existing manufacturing ecosystems.
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