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F2: AI platform for private markets investors, accelerating due diligence, underwriting, and portfolio monitoring with unstructured deal data analysis.
Key people at F2.
F2 was founded in 2025 by Don Muir (Founder).
Based in New York City, F2 is an artificial intelligence platform for private markets investors that processes unstructured deal data into investment-grade financial analysis and memos. The enterprise software serves private credit funds, private equity firms, and commercial banks by combining proprietary firm knowledge with live market data to accelerate due diligence, underwriting, and portfolio monitoring. Operating with a team of 20 employees, the platform parses complex inputs like Excel files and PDFs to achieve high accuracy on core financial calculations across thousands of institutional deals. The company originally spun out from Arc Technologies, a business that powered approximately $10 billion in debt placements, and subsequently secured a $10 million oversubscribed equity funding round backed by NFX, Left Lane Capital, and Y Combinator. F2 was officially founded in 2025 by chief executive officer Don Muir.
Key people at F2.
F2 is an AI-driven platform designed specifically for private markets investors, including private credit funds, private equity firms, and commercial banks. Its mission is to accelerate investment diligence, underwriting, and portfolio monitoring by automating complex financial analysis and transforming unstructured deal data (such as Excel, PDF, and PowerPoint files) into structured, audit-ready insights. This enables investment teams to evaluate deals up to 60-75% faster, improving decision speed and confidence while preserving institutional knowledge and collaboration across deal teams. F2 serves institutional investors by reducing manual data parsing and delivering investment committee-ready reports in minutes, thereby enhancing operational efficiency and decision quality in private markets[1][2][3].
Founded in 2025, F2 spun out of Arc Technologies, where it was originally developed to automate Arc Capital Markets' $10 billion debt placement business. The platform’s founder and CEO, Don Muir, is a former private equity investor turned entrepreneur passionate about applying AI to finance. As demand grew from institutional clients beyond Arc, F2 became an independent company to scale its AI-native infrastructure for private credit, private equity, and commercial banking sectors. The spin-out was supported by a $10 million equity round led by top investors including NFX, Left Lane Capital, and Y Combinator, signaling strong market confidence in F2’s potential[2][3][6].
F2 rides the wave of AI adoption in institutional finance, particularly in private markets where data complexity and manual processes have historically slowed deal evaluation. The timing is critical as private credit and equity markets grow and demand faster, more accurate underwriting and portfolio monitoring tools. Market forces such as increasing deal volume, regulatory scrutiny, and the need for operational efficiency favor AI platforms like F2 that can automate diligence while maintaining auditability and precision. By embedding AI deeply into private market workflows, F2 is helping redefine the infrastructure of modern institutional finance, influencing how deals are sourced, analyzed, and executed across the ecosystem[2][7].
Looking ahead, F2 is poised to expand its platform capabilities by enhancing speed, accuracy, and stability, supported by its recent $10 million funding round. Trends shaping its journey include growing AI adoption in finance, increasing demand for data-driven decision-making, and the expansion of private markets globally. F2’s influence is likely to evolve as it scales enterprise sales and customer success operations, potentially becoming the standard AI infrastructure for private market investors. Its integration with Arc and continued innovation in AI-driven financial analysis position it to lead the transformation of private market investing workflows, making investment decisions faster, more reliable, and more collaborative[6][2].
In summary, F2 leverages AI to transform private markets investing by automating complex financial analysis, accelerating deal evaluation, and fostering collaboration, all while maintaining rigorous audit trails and institutional knowledge. This positions F2 at the forefront of AI innovation in private credit, private equity, and commercial banking.
F2 was founded in 2025 by Don Muir (Founder).