Research Monitor → Competitive Analysis → Investment Thesis
Track breakthrough AI research publications and automatically generate investment analysis reports for venture capital and strategic investment decisions.
Workflow Steps
Google Alerts
Monitor research publications
Set up Google Alerts for key terms like 'multi-goal reinforcement learning', 'robotics breakthrough', and specific researcher names to capture new publications immediately
Perplexity AI
Research market implications
Query Perplexity to analyze the commercial potential of new research, identifying existing companies working in similar areas and market size opportunities
Claude API
Generate investment thesis
Use Claude to synthesize research findings and market analysis into structured investment memos covering technology potential, competitive landscape, and investment recommendations
Airtable
Update deal pipeline database
Automatically populate Airtable with new investment opportunities, research citations, company matches, and due diligence tasks based on the analysis
Slack
Alert investment team
Send formatted summaries to relevant Slack channels with key findings, urgency levels, and action items for the investment team
Workflow Flow
Step 1
Google Alerts
Monitor research publications
Step 2
Perplexity AI
Research market implications
Step 3
Claude API
Generate investment thesis
Step 4
Airtable
Update deal pipeline database
Step 5
Slack
Alert investment team
Why This Works
Transforms raw research monitoring into actionable investment intelligence by combining real-time alerts with AI-powered analysis and structured data management
Best For
Venture capital firms and corporate development teams tracking AI/robotics innovation for investment opportunities
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