F2 AI builds an AI platform for private markets investors that converts unstructured deal materials, such as data rooms, financial models, and confidential information memoranda, into investment-grade analysis, live Excel models, and investment-committee memos. The company says its agentic workflow automation drives roughly 5x throughput across credit screening, underwriting, and portfolio monitoring, and its platform is now deployed across more than 100 private credit funds and banks. F2 AI was founded in 2025 by Don Muir and Emre Kazdagli and has offices in New York, San Francisco, and London.
Builder’s Brief
F2 AI is a finance tool on Falcoscan. AI platform turning unstructured private-credit deal materials into audit-ready analysis. Falcoscan rates F2 AI with an Opportunity score of 72/100, a Saturation score of 35/100, and a Wrapper-risk score of 12/100. Market signal: rising. F2 AI is founded in 2025, currently at Seed stage. Pricing: Paid.
Market position · Finance
How F2 AI compares in Finance
F2 AI's opportunity score of 72 ranks #76 of 336 live Finance tools on Falcoscan, 4.5 points above the category average of 67.5. Its saturation score is 35/100, against a category average of 34.7. 80 of the 336 live Finance tools carry a hot signal, and Falcoscan has recorded 20 shutdowns in the category.