Linvest21

Agentic Applications

Founded in 2024. Led its Seed and backed Series A.

David Lin
David Lin

David Lin

Founder & CEO

Linvest21 builds AlphaCopilot, a set of AI agents for institutional asset management, working across the research, portfolio, and operations tasks that consume analyst time at firms managing large books. The daily reality of institutional investing involves reading filings, reconciling holdings, monitoring mandates and compliance constraints, and preparing client reporting, work that is highly repetitive but unforgiving of error and conducted under regulatory scrutiny.

Selling into this segment is difficult for good reasons: data governance, auditability, and integration with existing order and portfolio systems are prerequisites rather than features, which is why generic AI tools stall in procurement. The counterpart is that a vendor which clears those bars becomes very hard to displace. Backed since 2024 through a Series A, with more than 107 billion dollars in assets under supervision on the platform, Linvest21 is an agentic applications position where regulated-industry credibility is the moat. Assets under supervision at that scale also serve as reference credibility, which is the currency that matters most when selling to conservative institutional buyers.