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    AI in finance: A market map of 89 VC-backed startups

    Eric Newcomer describes AI tools for lending, accounting, banking, wealth management, fraud and compliance, alongside established companies such as Monzo and Digits that are adding AI features.

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    TLDR

    Eric Newcomer says VCs are backing startups that use AI to help bankers source deals, assist finance workers with daily tasks, and handle fraud and compliance. His publication’s map covers 89 VC-backed startups focused on financial services. Newcomer also describes Monzo’s banking products and Digits’ accounting tools as examples of established companies integrating AI features. The map is the second ahead of the Machine Earning AI Summit, scheduled for September 29, 2026, in San Francisco.

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    Eric Newcomer@EricNewcomerMARKET MAP: 89 VC-Backed Startups Changing Finance, Audits, Banking & Compliance @maddierenbarger As AI begins to transform the financial services industry — from investment banking to wealth management to the CFO’s back-office toolkit — AI native startups and legacy players alike are scrambling for position. VCs are backing startups that use AI to help bankers better source deals, assist finance workers in their daily tasks, and handle fraud and compliance in the heavily regulated industry. Established players like Monzo in the banking space and Digits for accounting, both founded years before ChatGPT burst onto the scene, have been integrating AI features into their products to better match the moment. This is our second market map ahead of the Machine Earning AI Summit, which takes place on September 29 in San Francisco. The summit will explore agentic commerce, intelligent money, enterprise finance operations, the evolving consumer experience, and the major meta-themes including fraud, risk, compliance, and security. For this list, we’re focused specifically on AI tools for financial services firms, including lending, accounting, compliance and fraud, wealth management, and banking. Previously, we covered AI shopping, agentic commerce, and the infrastructure behind AI-orchestrated payments. Fintech and financial services companies have seen a lot of ups and downs in recent years. The bull run in 2021 and subsequent bust in 2022 and 2023 hit fintech startups hard, especially those where lending was central. High interest rates continue to be an obstacle. But since the generative AI boom took off, investors are betting agents will soon automate a lot of work: lending proposals, portfolio management and trading, fraud detection and prevention, loan approvals, and compliance. The hot startups have different primary customers, Slow Ventures partner Yoni Rechtman told us: those that sell AI-native products to existing financial services firms, or those that are selling tools that do the work of those firms with AI. “If we look historically, large financial services, banks, insurance companies, etc. are some of the biggest software customers,” said Rechtman. “They’re huge businesses that deal with highly complex workflows and structured data, so it’s not unreasonable that they are also going to be huge AI customers.” Alternatively, a lot of fast-growing AI startups have been looking to partner with companies that are building AI tools to handle accounting, tax and audits, compliance, and assist the work of a CFO rather than sell to those firms, so the market has taken off for these kinds of companies too. https://www.newcomer.co/p/market-map-89-vc-backed-startups20d

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    Eric Newcomer@EricNewcomerMARKET MAP: 89 VC-Backed Startups Changing Finance, Audits, Banking & Compliance @maddierenbarger As AI begins to transform the financial services industry — from investment banking to wealth management to the CFO’s back-office toolkit — AI native startups and legacy players alike are scrambling for position. VCs are backing startups that use AI to help bankers better source deals, assist finance workers in their daily tasks, and handle fraud and compliance in the heavily regulated industry. Established players like Monzo in the banking space and Digits for accounting, both founded years before ChatGPT burst onto the scene, have been integrating AI features into their products to better match the moment. This is our second market map ahead of the Machine Earning AI Summit, which takes place on September 29 in San Francisco. The summit will explore agentic commerce, intelligent money, enterprise finance operations, the evolving consumer experience, and the major meta-themes including fraud, risk, compliance, and security. For this list, we’re focused specifically on AI tools for financial services firms, including lending, accounting, compliance and fraud, wealth management, and banking. Previously, we covered AI shopping, agentic commerce, and the infrastructure behind AI-orchestrated payments. Fintech and financial services companies have seen a lot of ups and downs in recent years. The bull run in 2021 and subsequent bust in 2022 and 2023 hit fintech startups hard, especially those where lending was central. High interest rates continue to be an obstacle. But since the generative AI boom took off, investors are betting agents will soon automate a lot of work: lending proposals, portfolio management and trading, fraud detection and prevention, loan approvals, and compliance. The hot startups have different primary customers, Slow Ventures partner Yoni Rechtman told us: those that sell AI-native products to existing financial services firms, or those that are selling tools that do the work of those firms with AI. “If we look historically, large financial services, banks, insurance companies, etc. are some of the biggest software customers,” said Rechtman. “They’re huge businesses that deal with highly complex workflows and structured data, so it’s not unreasonable that they are also going to be huge AI customers.” Alternatively, a lot of fast-growing AI startups have been looking to partner with companies that are building AI tools to handle accounting, tax and audits, compliance, and assist the work of a CFO rather than sell to those firms, so the market has taken off for these kinds of companies too. https://www.newcomer.co/p/market-map-89-vc-backed-startups20d