Semantic understanding, not just vectors: How Intuit’s data architecture powers agentic AI with measurable ROI
Published on: 2025-07-10 16:00:00
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Intuit — the financial software giant behind products like TurboTax and QuickBooks — is making significant strides using generative AI to enhance its offerings for small business customers.
In a tech landscape flooded with AI promises, Intuit has built an agent-based AI architecture that’s delivering tangible business outcomes for small businesses. The company has deployed what it calls “done for you” experiences that autonomously handle entire workflows and deliver quantifiable business impact.
Intuit has been building out its own AI layer, which it calls a generative AI operating system (GenOS). The company detailed some of the ways it is using gen AI to improve personalization at VB Transform 2024. In Sept. 2024, Intuit added agentic AI workflows, an effort that has improved operations for both the company and its users.
According to new Intuit data, Qui
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