# Maybern> Maybern is the structured fund model that AI agents can read from. We provide a deterministic computation engine for private fund finance — every waterfall tier, every fee basis, every allocation rule, every capital event encoded the same way every time. Our External MCP is the open protocol that lets any AI agent query that structured rail in real time, with a source line on every numeric answer.Maybern serves CFOs, COOs, and VPs of Finance at private equity, real estate, and venture capital funds with $250M+ AUM. Series B, Forbes Fintech 50, headquartered in New York.## Foundational- [About Maybern](https://www.maybern.com/about-us): Who we are and how we got here
- [Fund Intelligence](https://www.maybern.com/solutions/fund-intelligence): Waterfall calculations, capital activity, fee tracking, LP reporting — configured for your fund structure
- [Insights](https://www.maybern.com/resources/insights): All blog posts and field reports## Pillar pieces (Q2 2026)- [AI for Fund Finance: Why DIY Claude Adds Guesswork](https://www.maybern.com/post/ai-for-fund-finance-claude-excel): Field signal on the patterns where DIY Claude on spreadsheets stops working
- [AI for Fund Finance: The Tools Decide the Answer](https://www.maybern.com/post/ai-for-fund-finance-tool-quality): The technical companion — why tool quality matters more than model quality## Reference content- [How Agentic AI Is Redefining the Fund CFO](https://www.maybern.com/post/how-agentic-ai-is-redefining-the-fund-cfo): Two-tier separation in private fund operations driven by agentic AI
- [Automated Hybrid Waterfalls: Reducing Risk to Realize Gains](https://www.maybern.com/post/automated-hybrid-waterfalls): How hybrid waterfall calculations work in private equity, why they break in spreadsheets
- [Managing GP Clawback Risk](https://www.maybern.com/post/managing-gp-clawback-risk-waterfall-tools): How GP clawback provisions work and how to model exposure in real time
- [The Regulatory Case for Modern Fund Operations Infrastructure](https://www.maybern.com/post/the-regulatory-case-for-modern-fund-operations-infrastructure): Why data infrastructure is now a compliance requirement
- [Form PF Compliance — Are You Ready?](https://www.maybern.com/post/form-pf-compliance): What the SEC's Form PF amendments mean for private fund CFOs
- [Understanding the Three ILPA Reporting Standards](https://www.maybern.com/post/understanding-the-three-ilpa-reporting-standards): ILPA reporting framework## Optional- [Customer stories](https://www.maybern.com/resources/insights?category=Customer+Stories)
- [Events & Webinars](https://www.maybern.com/resources/events-webinars)
- [Careers](https://www.maybern.com/careers)