AI-powered system to analyze mechanic invoices for fairness and accuracy using NVIDIA MCP, Nemotron models, and the Agent Intelligence Toolkit. Designed a scalable agent workflow for data validation, cost benchmarking, and transparency insights. Integrated web scraping, data parsing, and LLM-based analysis to deliver actionable repair breakdowns.