MoatMachine is an AI-powered investment research tool that autonomously scores economic moats, monitors competitive positioning, and generates investment memos. Not a chatbot. An analyst.
MoatMachine is an investment research tool, not an investment adviser. Outputs are for informational purposes only and do not constitute investment advice.
Whether you manage $10M or $10B, MoatMachine gives your team the analytical depth that used to require a room full of analysts.
Autonomous analysis that runs 24/7. Monitor every holding for competitive erosion. Generate investment memos in your fund's voice. Save 40+ hours per analyst per week.
Systematic moat-scoring methodology with structured, reproducible outputs. White-label potential for your clients. Turn your research process into a scalable product.
Proactive risk monitoring for long-term holdings. Get alerts when competitive advantages erode — before it shows up in earnings. Focus on generational wealth preservation.
Institutional-quality research without the institutional price tag. Access the same moat analysis frameworks used by top-tier funds, at a fraction of the cost.
Three steps from setup to your first automated moat report.
Tell MoatMachine what matters to your fund. Pricing power, switching costs, network effects, capital efficiency, management quality. Set your conviction framework once.
MoatMachine scans filings, transcripts, competitor data, and market signals around the clock. Moat scores update as new information surfaces. No prompting required.
Receive moat scorecards, erosion alerts, and full investment memos with citations and confidence scores. Review, annotate, and share with your team — or export to your workflow.
Structured, quantified, and ready for investment committee review.
Start with early access. Scale as your coverage universe grows.
For individual investors and small research operations.
For boutique funds and family offices that need continuous coverage.
For research firms and large asset managers with custom needs.
MoatMachine is in private beta. Join the waitlist for early access and help shape the future of autonomous investment research.
No credit card required. We'll reach out when your slot opens.