Lemma turns your researchinto a fundable startup
Turn your researchinto a startup
Five AI agents read your paper, score its commercial potential, analyze the market, and generate an investor-ready pitch deck — in minutes.
Lemma turns your research into a fundable startup. Five AI agents analyze your paper and generate a pitch deck — in minutes.
Current venture thesis
Antimicrobial coating spinout
Paper analysis
Bioactive surface coating for infection-resistant implants
Lemma extracts the technical claim, identifies defensible novelty, and maps the likely commercialization pathway from lab result to clinical product category.
Evidence trail
37 linked sourcesComparable coating startups raised follow-on capital
Patent density remains concentrated in adjacent applications
Clinical procurement trend supports early demand narrative
Market scout
live web scanDeck builder
12 slides generatedBuilt for researchers at India’s top institutions.
Built for researchers at India’s top institutions.
Made for researchers who mean business
Lemma is shaped by the practices and principles that distinguish world-class research teams from the rest: relentless focus, fast execution, and a commitment to the quality of craft.
Lemma's Paper Reader agent reads your full paper and scores it using Technology Readiness Level (TRL 1–9) and Investment Readiness Level indicators — giving you a clear picture of how close your research is to becoming a real product.
TRL Score — Rated 1 to 9 with detailed justification
Comprehensive Technology Readiness Level assessment based on your full paper analysis.
Paper Overview
- TRL Analysis
- TRL 4Research
- References
- IRL Milestones
- Scoring Complete 100%Market Validation100% of 10Pitch Deck Draft 25% of 53
IRL Score — Investment readiness with gap analysis
Investment Readiness Level scoring with detailed gap analysis and recommendations.
Ideate and specify what to build next
TRL Readiness Indicators
Research Gap Analysis
IRL Milestones
Scoring Insights
Know your market before the investor asks
Lemma’s Market Scout agent searches the web in real time — finding competitors, market size estimates, recent industry signals, and patent filings in your domain. No stale reports, no guesswork.
Competitor mapping — Who's already in the space
Detailed analysis of existing competitors and their positioning in your research domain.
Market signals — Recent funding, news, patents
Real-time monitoring of funding rounds, patent filings, and industry news in your space.
Domain classification — Biotech, hardware, software, and more
Automatic classification of your research domain to match relevant markets and investor theses.
Tailored workflows
Custom views
Filters
SLAs
From analysis to a deck you can walk into a room with
Lemma's final agents build a technical feasibility matrix — team size, domain expertise, capital estimate — and then synthesize everything into a pitch deck in PDF, PowerPoint, and Word.
Feasibility matrix
Team size and expertise required
Capital estimate
Rough funding requirement
Pitch deck
PDF, PowerPoint, and Word
TRL/IRL scorecard
Full scoring report
Market brief
Competitor and signal summary
Investor matches
Ranked by thesis fit
Your data is as protected as your ideas
Lemma is so simple to use, it’s easy to overlook the wealth of complex technologies packed under the hood that keep Lemma robust, safe, and blazing fast.
- End-to-end encryption
- Your unpublished research never leaves our secure pipeline unprotected.
- No data retention
- We don't train on your papers. Delete anytime.
- Institutional grade
- Built to meet the trust requirements of TTOs and incubation cells.