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Fintech · B2B fintech / treasury

F2

Compounding Intelligence for Private Markets

CEO @F2aiHQ (YC S25) | Co-Founder @join_arc (YC W22) | Stanford GSB
San Francisco, CA865 followers
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About

F2 is an AI platform built for private credit funds, commercial banks, and other private markets investors, embedding directly into the workflows that deal teams use to screen, underwrite, and monitor transactions. Its core product is Adam, a purpose-built AI deal team associate designed to permanently sit alongside credit underwriting and portfolio monitoring teams , paired with two layers called Deal Intelligence and Institutional Knowledge that transform a firm's deal history into a persistent, queryable knowledge asset and evaluate every new opportunity using precedent deals, data rooms, and market data. Underneath the agent sits an Excel-native financial analysis engine , which preserves cell dependencies, formula logic, and full data lineage so every number in an IC memo traces back to its original source . The launch matters because F2 is pairing a $14M seed with real enterprise traction in a category where most tools are still horizontal chat wrappers. The seed round was led by HighlandX, with participation from Left Lane Capital, NFX, Y Combinator, and Torch Capital, bringing total equity raised to $24M. The company is already deployed across 100+ funds and banks globally , including Bain Capital and Live Oak, with monthly active users up 650% and deals processed up roughly 10x year to date. F2 takes an LLM-agnostic approach across models from Anthropic, OpenAI, and Google, and emphasizes enterprise-grade data privacy with zero-day retention and no training on client data , a posture that matters for firms underwriting billions in capital. F2 is led by CEO Don Muir, who previously co-founded Arc (YC W22) and holds an MBA from Stanford GSB. The company was originally built to solve the needs of Arc's lender customers as they reviewed and underwrote debt deals on the Arc capital markets platform, starting as an internal agentic underwriting tool before being spun out as a standalone business. With private credit now a roughly $15 trillion asset class still running on manual spreadsheet work, F2 is betting that the firms which wire AI into sourcing, underwriting, and monitoring earliest will be the ones setting the pace for the next cycle.
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Priya Vaidya5d ago

650% MAU growth on a credit fund tool is the most unsexy flex I've read this week, and I mean that as the highest compliment.

Lina Vogel5d ago

Private credit ops people have been suffering in Excel hell for a decade. About time someone aimed AI at the boring spreadsheet of doom.

Tomas Lindqvist5d ago

The 'nascent tech, no traction' to 'Bain Capital' arc in two sentences is the hook. Whoever wrote this tweet understood the assignment.

Marcus Eze5d ago

ok wait, spinning OUT of your own YC company to start another YC company is a power move I didn't know was on the menu.

Dinesh R.5d ago

Curious what 'compounding intelligence' means in practice here. Is the model learning per-fund credit policies or is this more of a shared embeddings play across the network?

yuki5d ago

Tweet structure is clean: timeline, proof, metric, logos, ask. Five beats, no fluff. Going to steal this format wholesale.

Amara Cole5d ago

Hot take: 100+ credit funds in 10 months means either the wedge is insanely tight or someone on the GTM team has zero chill. Probably both.

Rafa Delgado5d ago

Live Oak as a design partner for credit AI is a serious signal. Those folks do not tolerate vaporware.

Kenji Otsuka5d ago

How are you handling data residency for the bank deployments? Assuming there's a VPC option or this conversation ends pretty fast in procurement.

Ben Carvalho5d ago

Procurement question: SOC 2 Type II in hand, or still mid-audit? Asking for a friend whose CISO will absolutely make me ask.

Zara Noor5d ago

Building adjacent in the private markets workflow space and watching this closely. Respect the focus on credit specifically, generalist platforms keep getting stuck.

Nadia Farouk5d ago

The landing page reads like a deck slide and I respect it. No animated mesh gradient, no scroll-jacked hero, just numbers and logos. Refreshing.