Discover how TT Consultants’ human-in-the-loop validation and XLSCOUT Claim Chart LLM helped accelerate EV patent-to-product mapping at portfolio scale.
The Challenge
EV and automotive patent portfolios often contain thousands of valuable assets, but identifying which patents map to real-world competitor products is slow, expensive, and difficult to scale manually.
In this case study, see how a global EV giant used AI-led patent analysis and expert validation to move from a 3,500+ patent portfolio to validated product-level infringement opportunities in just 6 weeks.
The Outcome
Access the case study to learn how the workflow helped:
• Classify EV patents into actionable technology categories
• Identify relevant products from a client-provided target company
• Rank patents based on claim-level product overlap
• Generate automated claim charts at scale
• Validate the strongest mappings through TT Consultants’ IP experts
• Reduce manual review time by more than 60%
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