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§ Private Profile · London, United Kingdom
AI Workspace for Financial Services.
Model ML has raised $87.5M across 3 funding rounds.
Key people at Model ML.
Model ML was founded in 2023 by Arnie Englander (Founder) and Chaz Englander (Founder).
Model ML has raised $87.5M in total across 3 funding rounds.
Team:
Chaz: Founder of Fat Llama YC S17 - Acquired by Hygglo. Responsible for Business and Sales
Arns: Founder of Fancy S20 - Acquired by Gopuff, Responsible for tech and product.
Model ML is an AI-driven platform designed to automate and accelerate research, due diligence, and data analysis workflows for financial services firms such as investment banks, private equity, and asset managers. It enables users to generate reports, charts, and summaries through natural language prompts, significantly reducing manual tasks and enhancing strategic decision-making. The platform integrates with existing financial data sources and workflows, streamlining processes like industry research, buyer list building, and company profiling. This efficiency boost allows investment professionals to focus on higher-value activities, improving deal sourcing and evaluation speed[1][2].
For an investment firm, Model ML’s mission centers on transforming financial research by leveraging AI to unlock unprecedented speed, intelligence, and scale in decision-making. Its investment philosophy emphasizes backing AI tools that automate grunt work to enhance human potential in finance. Key sectors include financial services, private equity, and asset management. Model ML’s impact on the startup ecosystem is notable for pioneering AI agent technology tailored to complex financial datasets, setting a new standard for AI adoption in finance[1][4].
For a portfolio company, Model ML builds an AI-powered workspace that automates financial grunt work with precision, serving financial professionals who require rapid, accurate data retrieval and analysis. It solves the problem of time-consuming manual research and data entry, accelerating deal lifecycles and improving client responsiveness. The company has demonstrated strong growth momentum, expanding rapidly across markets including the US, UK, Singapore, and Hong Kong, and securing significant funding and high-profile clients[2][4].
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Model ML was founded in 2023 by brothers Chaz and Arnie Englander, serial entrepreneurs with successful exits in tech and delivery startups. Both are two-time Y Combinator alumni, with Chaz previously founding Fat Llama (acquired by Hygglo) and Arnie founding Fancy (acquired by GoPuff). Their combined expertise in technology, finance, and startups shaped Model ML’s focus on AI-driven automation for financial services. The idea emerged from recognizing the inefficiencies in manual financial research and due diligence, aiming to build AI agents capable of parsing vast, complex financial datasets. Early traction included rapid adoption by major banks and private equity firms, a $12.5 million funding round led by Y Combinator and LocalGlobe, and expansion into multiple global markets[1][4][5].
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For the product:
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Model ML rides the wave of AI adoption in financial services, a sector historically burdened by manual, data-intensive processes. The timing is critical as AI technologies like GPT-4.1 and OpenAI’s Agent SDK have matured enough to handle complex, large-scale financial datasets effectively. Market forces favor automation to reduce costs, improve accuracy, and accelerate decision-making in a highly competitive environment. Model ML influences the broader ecosystem by setting a precedent for AI-powered financial research tools, encouraging other firms to adopt AI-driven workflows and reshaping how financial data is consumed and acted upon[3][4].
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Model ML is poised to deepen its impact by expanding AI automation across more financial services functions and geographies. Future trends shaping its journey include advances in AI agent capabilities, increased regulatory focus on AI compliance, and growing demand for real-time, data-driven insights. As AI becomes integral to finance, Model ML’s influence will likely grow, positioning it as a foundational platform for AI-enhanced financial decision-making. Its founders’ vision to create a trillion-dollar business built by European founders underscores ambitious growth plans and continued innovation in AI for finance[4][5].
This trajectory ties back to Model ML’s core mission: accelerating human potential in finance by automating the grunt work, enabling professionals to make faster, smarter decisions at scale.
Model ML was founded in 2023 by Arnie Englander (Founder) and Chaz Englander (Founder).
Model ML has raised $87.5M in total across 3 funding rounds.
Model ML's investors include Steve Mclaughlin, Paul Graham, 13books Capital, Latitude, LocalGlobe, QED, Y Combinator, YC, Mercuri.
Key people at Model ML.
Model ML has raised $87.5M across 3 funding rounds. Most recently, it raised $75.0M Series A in November 2025.
| Date | Round | Lead Investors | Other Investors | Status |
|---|---|---|---|---|
| Nov 24, 2025 | $75M Series A | Steve Mclaughlin | Paul Graham, 13books Capital, Latitud, LocalGlobe, QED, Y Combinator | Announced |
| Feb 1, 2025 | $12M Seed | LocalGlobe, Y Combinator | Mercuri | Announced |
| Feb 1, 2024 | $500K Seed | — | Y Combinator | Announced |