Blog

Thoughts on research funding, emerging technologies,
and strategic intelligence.

How Co-Citation Maps Reveal Research Gaps
13 min read

How Co-Citation Maps Reveal Research Gaps

Visualize co-citation networks to find isolated clusters, bridging papers, and emerging trends—tools and best practices for spotting research gaps.

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How AI Identifies Emerging Research Areas in Collaboration
13 min read

How AI Identifies Emerging Research Areas in Collaboration

AI analyzes papers, patents, and grants to spot emerging research fields, collaboration signals, and forecast trends while human oversight helps reduce bias.

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How to optimize family office ROI with AI
16 min read

How to optimize family office ROI with AI

AI to boost family office returns, streamline ops, improve risk management and guide deeptech investing with clear ROI and data governance.

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Concentrated vs. Diversified Deeptech Portfolios
13 min read

Concentrated vs. Diversified Deeptech Portfolios

Choose between high-conviction concentrated bets with bigger upside and volatility or diversified deeptech portfolios for steadier, risk-managed returns.

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AI Resource Allocation Tools for Deeptech Investors
14 min read

AI Resource Allocation Tools for Deeptech Investors

Overview of AI platforms that analyze patents, papers, and market data to help deeptech investors allocate capital, validate tech, and source deals.

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How AI Predictions Delivered 72x Returns for VCs
5 min read

How AI Predictions Delivered 72x Returns for VCs

Discover how AI-driven predictions helped a VC fund achieve 72x returns by targeting high-value computer science investments.

How Historical Data Shapes Funding Decisions
11 min read

How Historical Data Shapes Funding Decisions

Analyze historical funding patterns and time-series metrics to prioritize deeptech investments, manage risk, and spot underfunded research areas.

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LLM Code Generation: Predictions That Came True
4 min read

LLM Code Generation: Predictions That Came True

Discover how Innovation Lens accurately predicted the rise of LLM-powered code generation tools before they became billion-dollar companies.

Predictive Analytics for TRL Assessment
11 min read

Predictive Analytics for TRL Assessment

Predictive analytics speeds and standardizes TRL assessments by automating evidence review, reducing bias, and improving investment and research decisions.

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Deeptech Due Diligence: Expert Q&A Session
11 min read

Deeptech Due Diligence: Expert Q&A Session

Explore the unique challenges of deeptech investing and learn effective due diligence strategies to navigate complex risks and opportunities.

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Research Portfolio Diversification: Ultimate Guide
15 min read

Research Portfolio Diversification: Ultimate Guide

Learn how to strategically diversify research portfolios to reduce risks and enhance innovation across scientific disciplines and technological sectors.

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Top Scientific Breakthrough Prediction Tools
12 min read

Top Scientific Breakthrough Prediction Tools

Explore cutting-edge tools that leverage AI to predict scientific breakthroughs and drive innovation across various fields.

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Low Competition Research Fields: Finding Solutions
13 min read

Low Competition Research Fields: Finding Solutions

Explore low competition research fields and learn how data-driven tools can uncover unique investment opportunities in untapped domains.

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Research Grant Evaluation: Complete Checklist
8 min read

Research Grant Evaluation: Complete Checklist

Learn how to evaluate research grants effectively with a structured checklist and digital tools for data-driven decision-making.

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How to Evaluate Deeptech Investment Opportunities
12 min read

How to Evaluate Deeptech Investment Opportunities

Learn how to evaluate deeptech investments by assessing technology feasibility, market potential, scalability, and regulatory challenges.

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Automated Code Generation: Future of AI Programming
4 min read

Automated Code Generation: Future of AI Programming

Explore the rise of automated code generation with AI, its predictions, and how it's shaping billion-dollar companies in programming.

Predictive Analytics vs Traditional Research Methods
12 min read

Predictive Analytics vs Traditional Research Methods

Explore the differences and applications of predictive analytics and traditional research methods to enhance your research strategy.

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AI Tool Predicts Future Tech Trends
5 min read

AI Tool Predicts Future Tech Trends

Discover how AI forecasts tech breakthroughs, helping investors and innovators identify future opportunities with precision.