Finpilot

Finpilot is a Seattle-based company that develops an AI platform for finance and investment professionals, positioning itself as a unified intelligence layer that connects an organization's internal systems, documents and workflows. The product set includes a chat interface over manager and client documents, meeting notes, internal memos and CRM data; AI agents that generate reports such as investment memos, client updates, committee materials and meeting-preparation briefings from customer templates; a "Matrix" feature that synthesizes thousands of documents into comparison tables across dimensions such as strategy, fees, performance and DDQ responses; document processing that extracts data from fund documents, financial statements, brokerage account summaries, tax returns and investment documents and exports it to Excel, CRM, billing or portfolio management systems; an AI research hub that organizes manager documents and communications without manual data entry; and monitoring with actions and alerts that flag items such as capital calls or strategy changes as documents arrive.

The company states its platform is designed for precision and auditability, with responses carrying citations that link to the exact location in source documents. Target segments named on the site are endowments and foundations, OCIOs and family offices, and RIAs and wealth managers, with messaging focused on manager research, portfolio monitoring, due diligence and operational workflows.

At the time of its 2024 seed round, Finpilot was described as an AI fintech platform for financial analysts, offering a research co-pilot over SEC filings, call transcripts and financial reports in public beta, with planned automation of analyst workflows such as multi-step analyses, company comparisons and extraction of segment data from charts and text.

Founding story

Finpilot was co-founded by Lakshay Chauhan, a longtime machine learning engineer at Seattle hedge fund Euclidean Technologies, and John Alberg, who co-founded Euclidean in 2008. The company was spun out of Euclidean Technologies and operates independently of it. Alberg described Finpilot as an expression of more than a decade of using machine learning and AI to evaluate long-term investment decisions. Madrona had previously invested in Alberg's first company, Employease, which was sold to ADP in 2002.

Business model

Finpilot sells software to financial organizations, with prospects directed to book a demo. At the time of the seed announcement the CEO said the company would have a self-serve model for individual financial analysts and would roll out an enterprise version; later materials emphasize enterprise deployments with integrations into existing CRM, billing and portfolio management systems.

Software sold to investment and wealth management organizations; a self-serve offering for individual analysts plus an enterprise version was described at the time of the 2024 seed round.

Traction

The seed announcement in February 2024 described a free public beta and a four-person team. Product pages carry testimonials from James Olson (Investment Director, Seattle Children's Endowment), Julia Stewart (Associate Director, The Clarius Group) and Brad Calder (Executive Director, TIFF) citing productivity gains in manager monitoring, due diligence and portfolio comparison. The careers page states the company works with some of the world's largest asset managers and is hiring.

Latest developments

Company materials position Finpilot as an enterprise AI knowledge-management layer for allocators, LPs, wealth managers and RIAs, with an open software engineer role in Seattle and a stated seed-stage status funded by Madrona Venture Group.