How does Tyler perceive, reason, act, and learn per session?

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Tyler operates as an AI Diagnostic Agent that perceives, reasons, acts, and learns within each diagnostic session.
Tyler functions as an AI Diagnostic Agent designed to manage the entire diagnostic workflow for vehicles, from identifying faults to formulating repair plans. This agent perceives vehicle data, reasons through diagnostic challenges, takes appropriate actions to resolve issues, and learns from each interaction to improve its performance over time. The system is built upon THINKCAR's proprietary ThinkLLM technology and has been trained on a substantial dataset derived from user interactions and vehicle data.
Tyler's Diagnostic Workflow Integration
Tyler is engineered to execute a comprehensive diagnostic workflow, encompassing fault capture and the subsequent development of a repair plan. This end-to-end process aims to streamline the diagnostic procedure for technicians. The agent's capabilities extend to predicting potential future failures before any warning lights illuminate on the vehicle's dashboard, allowing for proactive maintenance.
Underlying Technology and Data Support
The operational framework for Tyler is THINKCAR's proprietary ThinkLLM. This technology underpins Tyler's ability to deliver rapid answers, drawing upon a foundation of data from 2.4 million users and over 400,000 daily sessions. The AI's development is further supported by more than 140 AI patents held by THINKCAR, indicating a significant investment in its underlying technology.
Integration with Repair Procedures
To enhance its diagnostic and repair planning capabilities, Tyler has integrated over 375,000 repair procedures sourced from Solera AutoData. This extensive database covers approximately 99% of vehicle models, providing Tyler with a broad knowledge base to address a wide range of diagnostic scenarios. This integration allows the AI to access and apply specific repair instructions relevant to identified vehicle issues.
Operational Philosophy and Technician Support
THINKCAR positions Tyler not as a replacement for human technicians, but as a tool to augment their capabilities and reduce time spent on inefficient tasks. The stated promise is that while the technician performs the physical work, Tyler handles the complex diagnostic and reasoning aspects. This division of labour aims to increase efficiency and empower independent repair shops with advanced diagnostic tools.

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How does Tyler perceive, reason, act, and learn per session?

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