Graphen Artificial Intelligence
Advanced, AI empowered car diagnostic, maintainence and prediction system.
Graphen partners with one of the largest enterprises in the automotive industry and developed an advanced AI Car Doctor
The soution aims to commercialize artificial intelligence and integrate it within the automotive repair industry. After the diagnosis database is established through graph database and the model is established through machine learning and deep learning, it can further provide failure risk prediction and proactively provide customers maintenance services required in advance.
Graphen's AI Car Doctor successfully achieved the prediction accuracy close to 99%.
Built with advanced AI to perform advanced tasks including Massive Data Cleaning and Crawling, Domain Knowledge Graph Analytics, Machine Learning, Deep Learning, Bayesian Network, etc., the system keeps self-improving. The technology is proven to be ideal and effective for establishing car fix prediction solutions to enter a new market or apply to the ever-growing new car models.
The deployed solution reached close to 99% accuracy of car diagnosis and fix suggestions and 91% accuracy with only 1% of training data.
Based on advanced Graph Computing, Graphen established the car diagnosis database through advanced, domain specific graph database. The solution is able to see the complex information for each vehicle including its maintence histroy, geographical influcence, etc. Graphen's technology establishes the model through machine learning and deep learning, largely increases the efficiency in diagnostics. It can also provide further failure risk prediction and proactively suggest and provide customers with maintenance services in advance.
Based on the Graphen Core Ardi AI foundation, Anita AI Knowledge Agents and Aica Automotive Knowledge Platform, Graphen developed a voice-based car assistant dialog app available on smart phones. This advanced AI system can handle voice or text questions and answers.
Listening to the car symptoms from the user, Aica Mobile Doctor can interprete what might went wrong and provides fix suggestions. It can also communicates to a Bluetooth dongle that is plugged into the OBD-II socket of car to read sensor information. It uses Ardi tools to provide adequate natural language understanding capability and knowledgable conversations.
