Finbar
Global fundamentals dataset that refreshes Excel models on release
Finbar, a London-based Y Combinator company, extracts fundamentals and KPIs from company reports, presentations and transcripts into a global dataset. It uses that data to update analysts' Excel models shortly after results, and also offers primers, research tools and an API and MCP feed.
GAII take
Speed-to-model after earnings is the differentiator; test coverage of non-US mid-caps where incumbents lag.
Speed-to-model after earnings is the differentiator; test coverage of non-US mid-caps where incumbents lag.
- Website
- finbar.com
- Headquarters
- London, UK
- Founded
- 2023
- Company type
- Startup
- Funding
- Pre-seed / Seed
- Latest round
- Pre-seed · Jun 2025
- Status
- Active
- Founders
- Edward Huang, Robin Gan
- Investors
- Y Combinator, Oxford Seed Fund, Nama Ventures, Founders Capital, Unpopular Ventures
- Also in
- Modeling & Analyst Productivity
- Buyer
- Hedge fundsAsset managers
- Asset class
- Public equities
- Workflow
- Modeling & valuationResearch & diligence
- Ai capability
- Document extractionSpreadsheet-native
- Delivery
- API / data feedExcel / Office add-in
GAII ID GAII-T0184 · Updated 2026-10-22 · Compiled from public sources for educational and informational purposes. Not investment advice.