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Majority of Finance Teams Using AI in Production Build Own Tools, MMC Ventures Finds
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Majority of Finance Teams Using AI in Production Build Own Tools, MMC Ventures Finds
  • MMC Ventures' State of Agentic Finance report found over half of finance teams using AI in production built their own tools.
  • None of those using in-house AI preferred a build-first strategy, highlighting gaps in available products.
  • The research surveyed and interviewed more than 50 CFOs and senior finance leaders across 12 finance workflows.
  • Researchers cataloged more than 70 real-world AI use cases, covering applications already live, in pilot programs or planned.
  • The analysis mapped more than 110 agentic finance startups, assessing their offerings against CFO priorities, including autonomy, auditability and platform consolidation.


Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. MMC Ventures Ltd published the original content used to generate this news brief on November 13, 2026, and is solely responsible for the information contained therein.

Disclaimer:This article represents the opinion of the author only. It does not represent the opinion of Webull, nor should it be viewed as an indication that Webull either agrees with or confirms the truthfulness or accuracy of the information. It should not be considered as investment advice from Webull or anyone else, nor should it be used as the basis of any investment decision.
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