DeepMentor Inc

Products and Services

DeepMentor's offerings are built upon a foundation of proprietary and patented technologies that provide significant advantages in terms of performance, cost, and development time.

Patented Core Technologies

A cornerstone of DeepMentor's business is its unique approach to AI chip design and algorithm optimization. * Miniaturization Technology: This patented technology is designed to compress large and complex AI algorithms, making them suitable for deployment on edge devices. By reducing the size and computational requirements of these algorithms, the technology cuts data transmission and energy consumption by up to 90% while maintaining an accuracy rate of over 99%. * Automated AI IC Design Process: DeepMentor has pioneered a patented automated process for designing AI integrated circuits (ICs). This technology automates the creation of circuit diagrams and their implementation on FPGAs, drastically shortening the typical development time for a custom AI chip from an average of 1.5 years down to just a few months. The process also eliminates the need for compilers and SDKs, simplifying the development pipeline and reducing the risk of errors.

Hardware Solutions

The company offers a range of hardware products optimized for AI workloads. * DMAI Series: The DMAI-700 is a palm-sized Edge AI accelerator platform. Designed for a variety of applications in smart cities, factories, and security monitoring, it can execute multiple miniaturized AI models simultaneously with high precision, making it a versatile tool for on-device processing. * Mentor Series: This is a series of comprehensive hardware and software solutions (Mentor-100, -200, -300, -400) for designing and implementing generative AI. The more advanced models, such as the Mentor-300 and Mentor-400, are capable of supporting LLMs with over 180 billion parameters, providing a powerful on-premise solution for training and inference.

AI IP (Intellectual Property)

DeepMentor licenses its AI intellectual property to clients, enabling them to build their own custom AI solutions efficiently. * DeepLogCore: A software-encoded AI IP for Convolutional Neural Networks (CNNs). It is compatible with low-cost manufacturing processes and supports both RISC-V and ARM architectures, allowing customers to design and manufacture custom AI chips with minimal software integration and system development challenges. * DeepTransformCore: This is their AI IP solution specifically developed for Large Language Models (LLMs), designed to integrate seamlessly into a client's own chip architecture.

Generative AI Solutions and Services

DeepMentor provides a complete ecosystem for businesses looking to implement generative AI. * Customized LLM and Training: The company offers on-premise LLM training and implementation services, helping clients to develop proprietary, domain-specific generative AI agents. This service ensures that a client's confidential data and intellectual property remain secure by keeping all training and inference on-site. The Fine-tune Expert is a no-code platform that simplifies the process of fine-tuning LLMs for specific enterprise needs. * AI Agents: DeepMentor has developed a suite of specialized AI agents for various business functions. These include: * Suits: A legal AI assistant for accelerating legal research and workflows. * Alfred: An AI agent for project and product management that streamlines data collection and assists with decision-making. * Document Expert: An advanced semantic search solution for internal enterprise documents. * Data Expert: A tool for knowledge distillation and data augmentation, which helps in transferring LLMs into smaller, more efficient SLMs (Small Language Models).

Application Systems

DeepMentor's technology is applied in real-world systems to solve complex problems. These include: * Intelligent Traffic: Using the DMAI-700 platform, solutions for vehicle speed and flow detection, traffic flow tracking, and real-time incident warnings are deployed to create smarter, safer cities. * Intelligent Factory: In industrial settings, their technology is used for defect detection, abnormal noise detection, and behavior analysis to improve quality control and worker safety. * Security Monitoring: DeepMentor provides solutions for geofencing, people flow tracking, and face recognition to enhance security in a variety of environments.