Research Intelligence Tools

Choose your analysis approach: run all three tools together for comprehensive insights, or use individual tools for specific needs.

All 3 Analyses

Unified AI Analysis

Run comprehensive research intelligence analysis in a single upload. Our matdao-ip-engine simultaneously performs TRL evaluation (NASA/EU scale classification with milestone roadmap), IP Valuation & FTO analysis (automated IPC/CPC classification, semantic originality scoring, FTO claim overlap analysis, and USD financial anchoring), and Scientific Due Diligence (9-dimension scoring for investment evaluation with integrity gate validation). Receive a detailed document with all three analyses, recommended next steps, and profile-ready milestone submissions.

TRL Evaluation: NASA/EU scale classification with commercialization milestone roadmap

IP Valuation & FTO: Automated classification, originality scoring, risk analysis, USD anchoring

Due Diligence: 9-dimension investment scoring with integrity gate validation

Single backend call via matdao-ip-engine

Comprehensive detailed document output

Profile-ready milestone submissions

Run Unified Analysis

TRL Only

TRL Evaluation

Evaluate your technology's readiness level using the NASA TRL scale. Get a detailed commercialization roadmap with specific milestones to advance from lab to market.

NASA TRL scale classification (TRL 1-9)

Commercialization milestone roadmap

Gap analysis and next steps

Timeline estimates for each TRL level

Start TRL Evaluation

IP Valuation

IP Valuation & FTO

Comprehensive intellectual property valuation with freedom-to-operate analysis. Automated patent classification, novelty scoring, and financial anchoring.

Automated IPC/CPC patent classification

Semantic originality and novelty scoring

FTO claim overlap analysis

USD financial valuation anchoring

Start IP Valuation

Due Diligence

Scientific Due Diligence

9-dimension scientific integrity assessment for investment evaluation. Includes integrity gate validation and comprehensive scoring.

9-dimension scientific scoring

Integrity gate validation

Investment tier classification

Risk assessment and recommendations

Start Due Diligence

Powered by matdao-ip-engine (deploy on Render). A single /api/analyze call returns comprehensive IP valuation, TRL evaluation, and due diligence data. Set IP_ENGINE_URL in your hosting environment.

New to MatDAO? Read the User Guide for detailed instructions on using all features.