Finpilot raises $10 million after turning an analyst chatbot into software for endowments

Finpilot, a privately held maker of AI software for the teams that invest endowment, pension and foundation money, raised a $10 million Series A led by Lobby Capital with participation from Madrona, co-founder and CEO Lakshay Chauhan said in a company post on Wednesday, November 4. The post did not disclose a valuation.

From a chatbot for analysts to an office's system of record

When Madrona announced its first investment in Finpilot in February 2024, the product was a different one. The venture firm's investment post described "the copilot for financial analysts": a web-based chat tool that searched SEC filings, call transcripts and investor reports and cited where each answer came from. Task agents that would take on multi-step work were still a plan, Madrona wrote.

In its November post, Finpilot describes itself as "the AI-native operating system for institutional capital." In the funding post, Chauhan described three layers: a single record of everything an organization owns and every document it holds, a map of how that information connects, and agents that read incoming reports, update the numbers and prepare analysis, passing anything that needs judgment to a person.

The problem the company names is a manual one. "Much of their time still goes to gathering information rather than using it," Chauhan wrote of investment teams, adding that much of their data "arrives as PDF reports by email" and has to be read, checked and entered every month and every quarter.

Two founders from a machine-learning investment firm

Both founders came from Euclidian Technologies, an investment firm that uses machine learning to evaluate companies as long-term investments, according to Madrona. Chauhan was its senior machine-learning engineer, responsible for the platform behind its quantitative models. Co-founder and chairman John Alberg founded that firm; Madrona said it had known him for more than two decades, since it backed his first company, Employease, which was sold to ADP in 2002.

Clients the company names

Finpilot lists six institutions that use the software: Seattle Children's, Children's Health of Dallas, Hackensack Meridian Health, TIFF, Blue Cross Blue Shield and the Wyoming Retirement System.

James Olson, investment director of the Seattle Children's Endowment, is quoted on the company's About page: "Finpilot has transformed our manager monitoring and investment due diligence processes, enabling us to generate accurate insights from manager communications and documents at scale." The company has not published revenue or client counts.

Hiring is where the money goes first

The funding post lists open roles in software engineering, client success, sales, business development and business operations. Chauhan described Finpilot as "a small team with deep experience in finance and technology" and wrote: "We believe institutional capital is best served by human intelligence where it counts, and AI agents everywhere else."

He also framed the round as early: "It's an early point for Finpilot and for this industry," he wrote, adding that institutions "are choosing the software they'll rely on for years."

Named clients prove more here than the size of the round

We think the useful lesson in Finpilot's path is the change of customer, not the $10 million. A chat tool for individual analysts competes with every general-purpose assistant; software that holds an endowment's records and does its recurring reporting is harder to replace once installed, and six named institutions suggest buyers accept that trade.

The threat is that the company has published no revenue, so the round shows investor confidence rather than proof of scale, and larger vendors can add similar agents. We would look for a disclosed revenue figure or a growing client list at the next funding round, and we would change this view if clients described the product as a pilot rather than daily infrastructure.

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