geniosAI raises $19.1 million to trace every finance number to its source

geniosAI's exit from stealth with $19.1 million in funding comes as financial institutions seek AI tools that can be audited and trusted. The company's "AI domain stack" combines financial ontology, agents, and traceable orchestration to let investment research and modeling show reasoning steps, with every number traceable to its original source. This contrasts with many financial AI tools that focus on speeding up individual analysts; geniosAI instead builds infrastructure for the organization, preserving assumptions, methods, and review judgments so expertise is not lost when staff or projects change.

The product targets CFO departments and buy-side and sell-side investment professionals, with agents divided into six roles: "System 1" for fast, narrow tasks like junior analysts, controllers, and accounting staff; and "System 2" for slower, deeper thinking like chiefs of staff, research staff, and senior reviewers. These agents handle quarterly close, model updates after new guidance, portfolio valuation, and earnings preparation, showing each step in real time and pausing for human confirmation when only a person can answer. The company says it does not fabricate numbers or notes to fill gaps.

Strategic partnerships with FactSet and Zoom are central: FactSet combines its data with geniosAI's platform to deliver traceable, verifiable analysis, while Zoom provides the conversation space from internal finance reviews to earnings calls, into which geniosAI brings financial analysis. Already, Fortune 500 global banks and tech companies' finance and investment teams use it for earnings preparation, per the company.