Revolutionizing Semiconductor Failure Analysis

QuadaptAI is pioneering the future of autonomous AI agents for semiconductor manufacturing, achieving breakthrough performance with 91.7% accuracy and 60% cost reduction.

Our Mission

At QuadaptAI, we are committed to transforming semiconductor failure analysis through cutting-edge autonomous AI technology. Our mission is to provide the industry's first truly autonomous failure analysis system that combines the precision of artificial intelligence with the reliability of human expertise.

We believe that the future of semiconductor manufacturing lies in intelligent, self-learning systems that can adapt to new challenges and continuously improve their performance. Our technology represents a paradigm shift from reactive to proactive failure analysis.

Through our innovative Q-Suite of technologies, we are enabling semiconductor manufacturers to achieve unprecedented levels of efficiency, accuracy, and cost optimization in their failure analysis processes.

QuadaptAI Technology Architecture

Technology Overview

Our comprehensive suite of AI technologies working in harmony

Q-RAG Architecture

Q-RAG: Advanced Retrieval System

Our proprietary Retrieval Augmented Generation system provides 60% cost efficiency improvement while maintaining exceptional accuracy in information retrieval and context understanding.

NLP Pipeline

Q-Quant: LLM Compression

Revolutionary compression technology that maintains 70B-700B model performance while significantly reducing computational requirements and energy consumption.

Failure Analysis System

Q-FA: Specialized Foundation Models

Domain-specific foundation models trained on semiconductor failure data, providing unprecedented accuracy in failure pattern recognition and analysis.

Multi-Agent System

Q-Agentic: Autonomous Coordination

Multi-agent system architecture that enables autonomous decision-making and coordination across all aspects of the failure analysis process.