Meridian
Category: AI in Fintech
An AI-native workspace (IDE) designed to automate complex financial modeling and create 'agentic spreadsheets' that perform autonomous research and data integration. Meridian was founded in 2024. The company is led by John Ling. Based in New York, USA. Team size: 11-50. Total funding raised: $17.0M. Latest round: Seed ($17.0M, Feb 2025). Key investors include ["Andreessen Horowitz (a16z)","General Partnership","QED Investors","FPV Ventures","Litquidity Ventures"].
- Founded
- 2024
- Headquarters
- New York, USA
- Team size
- 11-50
- Total funding
- $17.0M
Value proposition
Compresses multi-hour financial modeling and research tasks into minutes while ensuring deterministic, auditable, and hallucination-free outputs for regulated industries.
Products and solutions
["AI-native Financial IDE (Integrated Development Environment)","Agentic Spreadsheet Interface","Autonomous Research Agents (SEC filings, web browsing, and data extraction)","Deterministic Logic & Audit Engine"]
Unique value
Unlike standard AI plugins for Excel, Meridian is a standalone environment that uses autonomous agents to build models from scratch with full traceability and bank-level rigor.
Target customer
Private equity firms, investment banks, hedge funds, and corporate finance (FP&A) teams.
Industries served
["Financial Services","Private Equity","Investment Banking","Corporate Finance","Fintech"]
Technology advantage
Combines Large Language Models (LLMs) with rule-based logic and structured financial tooling to eliminate AI hallucinations, providing a 'pro-code' environment for finance professionals.
How they differentiate
Meridian differentiates through an 'agentic' approach where AI agents autonomously perform research (e.g., scraping SEC filings) and build deterministic, auditable models in a standalone IDE, rather than acting as a simple chatbot plugin for existing spreadsheets.
Main competitors
["Causal","Equals","Microsoft Excel (with Copilot)","Basis"]
Key partnerships
["Andreessen Horowitz (a16z) - Lead Investor","General Partnership","QED Investors","FPV Ventures","Litquidity Ventures"]
Notable customers
["Top-tier Private Equity firms","Investment Banks","Hedge Funds","Corporate FP&A teams"]
Major milestones
["Emerged from stealth in February 2025","Raised $17M Seed round led by a16z and General Partnership","Achieved a $100M valuation at the Seed stage","Developed a proprietary 'Agentic Spreadsheet' architecture for deterministic financial modeling"]
Growth metrics
Secured $5M in committed revenue/contracts prior to emerging from stealth; valued at $100M post-money as of Feb 2025.
Market positioning
High-end AI-native workspace for sophisticated financial institutions (Private Equity, Investment Banking, and Hedge Funds).
Geographic focus
North America (Headquartered in New York), with a focus on global financial hubs.
Patents and IP
No registered patents disclosed as of latest update; proprietary agentic workflow architecture.
About John Ling
Co-founder of Canopy (YC S19) and Encarte; previously an investor at DN Capital and a Venture Analyst at Dartmouth Venture Analysts.
Official website: https://www.meridian.ai