DeepRays

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Redefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your BusinessRedefining Tomorrow with Intelligent AI That Understands, Learns, and Evolves with Your Business

ABOUT DEEPRAYS

We provide an AI Driven Quality Inspection System that detect Quality Issues Early, for Wafer and Electronics Manufacturing, improving your yields.

Developed from an intelligent measurement for defects at micro- and nano-scale based on 2D or 3D images in micro- and nano-scale. This allows for intelligent anomaly detection early in the manufacturing process with production traceability, a critical process in manufacturing.

Innovator

Deep Tech Innovators

250+ publications, global patents, Kaggle Masters, and IEEE senior members.

Operator

Proven Operators & Investors

Decades of experience building and scaling businesses in AI, smart infrastructure, and water security

Connector

Global Connectors

Track record of turning research into real-world solutions with industry leaders across microelectronics, healthcare, and advanced manufacturing.

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Our Technology

Built on years of research with cutting-edge AI frameworks

DR-SemiAI Framework

Intelligent measurement of defects at micro- and nano-scale levels in 2D and 3D images for crystalline silicon wafers.

DR-Apps Framework

Flexible, easy-to-use platform for customizing proprietary applications from existing solutions.

Feature Recognition

Industrial knowledge system with knowledge graphs and expert databases for semiconductor applications.

AI Model Library

Comprehensive algorithm library for semiconductor multimodal data preprocessing and analysis.

Enhanced Training

Small sample sizes (25-50 images) required for accurate defect detection with >95% similarity fit.

Real-time Retraining

Onsite AI model retraining when new defects appear without extensive data preparation.

services

SERVICES

Empowering business transformation with DeepRays

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Wafer Inspection

Critical Dimension Measurement using AI. Design time reduced by more than 90%, iteration efficiency increased by more than 10x with AI-predicted structure achieving >95% similarity fit.

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PCB & Electronics

Detection against Golden Image for high-tech industries. Automated defect detection for printed circuit boards with AI-powered fault identification and classification.

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DDaaS Cloud

Private/secured instance in Cloud with low cost per image. Adaptive & Scalable Defects Detection as a Service with flexible deployment options.

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