Discover how XLSCOUT Claim Chart LLM and TT Consultants’ human-in-the-loop validation helped accelerate EV patent-to-product mapping at portfolio scale.
Patent portfolio
Weeks turnaround
Less Manual Review Time
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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