What should we assess?
Sources are retrieved and validated before a six-stage workflow assesses commercialization potential. Reports show references, evidence gaps, and applicability limits.
Browse sample reports — no key needed
Academic Commercialization Assessment
For technology transfer offices, founders and investors
Paper in, cited commercialization triage out.
Give it a research topic or a paper. Six AI agents assess how close the technology is to market and write a report scored for readiness, manufacturing, patents and market, with every claim cited and the risks spelled out.
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A topic or a paper goes in
Type a research topic or attach a paper PDF, choose the report language, and optionally say whose decision the report is for.
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Evidence is gathered first
Code retrieves and validates papers, patents and market sources, then freezes them. The agents reason only over that evidence, and the weighted score is computed by code, not by the model.
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A decision brief comes out
A scorecard for TRL, MRL, patent strength, market accessibility and evidence confidence; a cited report; the main risks and a recommended first step. Export Markdown or PDF, or share the link. A run takes about 15 minutes.
Your keys, your bill
Assessments run on your own API keys: one model key (DeepSeek, Qwen, OpenAI or Anthropic) and one search key (Tavily or Serper). One measured run used about 70,000 model tokens; your providers bill you directly for that, and this service adds nothing. Keys stay in your browser; this server never stores them.