An eight-hour financial model is a billable day. Crunched, a New York-based startup founded last year, sells the promise of turning that day into an hour. It’s a bet that the world’s most entrenched financial analysis tool, Microsoft Excel, is not the problem. The problem is the human hours spent populating, debugging, and iterating on the spreadsheets inside it.
Led by former McKinsey Associate Partner Philip Golub and co-founder Matthew Reims, the company has raised $6 million in seed funding to build what it calls an "Excel-native AI analyst." The tool runs as a cloud-based add-in, promising to check workbooks for errors, pull data from web searches and PDFs like annual reports, and build analyses from scratch. The target buyer is the ambitious advisor in consulting, investment banking, or private equity.
First Round Capital led the round, with participation from Y Combinator, 20VC, Founder Factor, and Multimodal Ventures [Crunched company blog, 2024].
The Wedge Is the Workspace
Crunched’s core proposition is not a new application. It is an agent that lives inside an existing one. The product integrates directly into Microsoft Excel, positioning itself as a co-pilot that understands financial modeling logic and can operate within a user’s existing workbook [Y Combinator, 2024].
For the target user, the friction of context-switching is a real cost. "The first AI Excel agent built by and for Excel power users," the company claims, is designed to let teams "review and iterate as usual" without exporting or reformatting data [Y Combinator (LinkedIn post), Oct 2024].
The Founder's Edge
The company’s trajectory is tightly linked to its CEO’s background. Philip Golub spent years as an Associate Partner at McKinsey & Company, focusing on financial institutions and private equity, before earning an MBA from Stanford Graduate School of Business [LinkedIn, retrieved 2024]. Co-founder and COO Matthew Reims brings operational experience from a prior role at Osprey Accounting [ZoomInfo, retrieved 2026].
This isn’t a team building a general-purpose AI tool and looking for a market. It’s a team that emerged from the market they’re now selling to. The product roadmap reads like a list of pain points from a consultant’s late-night spreadsheet review.
Where the Model Could Stumble
Embedding inside Excel is a clever distribution strategy, but it also creates dependencies. The tool’s utility is contingent on the stability and API accessibility of Microsoft’s ecosystem. Furthermore, the "AI analyst" label invites high expectations for reasoning and accuracy in complex financial scenarios.
Crunched’s answer is specificity: a tool built by finance professionals for finance workflows, claiming a depth of domain understanding that a generalist assistant cannot match. Early traction signals, including user-reported time savings of over 50% on modeling tasks, suggest the product is finding its fit.
- Enterprise penetration. Moving from individual power users to firm-wide deployments at named consulting or banking clients.
- Renewal motion. Demonstrating that the time savings translate into sticky, high-value subscriptions.
- Expansion beyond modeling. Successfully layering adjacent tasks would increase its share of wallet.
The Funding and the Road Ahead
The $6 million seed round provides runway to refine the product and scale initial sales efforts. The involvement of Y Combinator (F25 batch) and a syndicate that includes 20VC and Founder Factor suggests confidence in both the team and the market timing.
For Crunched, the next twelve months are about moving from a promising wedge to a measurable beachhead. If the company can prove its tool scales across an organization, providing use from intern to director as it claims [Microsoft Marketplace, 2026], the total addressable market stretches to every professional services firm that runs on spreadsheets.
Sources
- [Y Combinator, 2024] Crunched: Excel AI analyst for Power Users | https://www.ycombinator.com/companies/crunched
- [Y Combinator (LinkedIn post), Oct 2024] Crunched is the first AI Excel agent built by and for Excel power users | https://www.linkedin.com/posts/y-combinator_crunchedis-the-first-ai-excel-agent-built-activity-7386053314884534272-wOMh
- [Crunched company blog, 2024] Crunched raises $6M to scale the AI analyst Excel power users deserve | https://www.usecrunched.com/blog/seed-round
- [LinkedIn, retrieved 2024] Philip Golub Profile | https://www.linkedin.com/in/philip-golub/
- [ZoomInfo, retrieved 2026] Matthew Reims Profile | https://www.zoominfo.com/p/Matthew-Reims/-1786731186
- [Microsoft Marketplace, 2026] Crunched | https://marketplace.microsoft.com/en-us/product/saas/wa200009174?tab=overview
- Crunched transforms Excel modeling for investors and advisors | https://claude.com/customers/crunched
- [review.usecrunched.com, retrieved 2024] Crunched Product Page | https://review.usecrunched.com