Project Details
How Specular Values Patents
Our AI-powered platform combines cutting-edge machine learning with comprehensive data analysis to deliver accurate, transparent patent valuations. Explore the methodology behind our three-pillar scoring system.
Three-Pillar Valuation Model
Each patent is evaluated across three critical dimensions, providing a holistic view of its true worth.
Technology Evaluation
Measures the technical novelty, advancement over prior art, and potential for future innovation based on patent claims and specifications.
Market Score
Evaluates market relevance, industry demand, competitive landscape, and commercial potential using real-time market intelligence.
Legal Analysis
Assesses patent enforceability, claim breadth, prosecution history, and litigation risk to determine legal defensibility.
Processing Pipeline
Data Ingestion
Patent documents, market data, and legal records are collected from multiple authoritative sources and normalized.
AI Processing
Advanced NLP models analyze claims, specifications, and prior art to extract innovation signals and technical features.
Multi-Factor Scoring
TII, MS, and LSI scores are computed using proprietary algorithms trained on thousands of patent valuations.
Valuation Synthesis
Scores are weighted and combined to produce a comprehensive patent valuation with confidence intervals.
Specular aggregates data from multiple authoritative sources to ensure comprehensive coverage:
- EPO patent databases
- USPTO patent databases (upcoming)
- Academic citation networks (upcoming)
- Industry market reports and financial filings (upcoming)
- Litigation and prosecution history records (upcoming)
- Real-time competitive intelligence feeds (upcoming)
Our proprietary AI models are trained on extensive patent valuation data:
- Transformer-based NLP for claim analysis
- Graph neural networks for citation impact
- Ensemble methods for score calibration
- Continuous learning from new valuations
Specular currently covers the European Patent Office (EPO), with additional jurisdictions planned for the future:
- European Union (EPO) - Currently supported
- United States (USPTO) - Coming soon
- China (CNIPA) - Coming soon
- Japan (JPO) - Coming soon
- PCT international applications - Coming soon
Why This Matters
Traditional patent valuation is slow, expensive, and inconsistent. Specular brings transparency and precision to IP valuation, enabling faster decisions, better investments, and stronger portfolios. Our AI-driven approach reduces valuation time from weeks to minutes while maintaining expert-level accuracy.