Inside Intuit’s GenOS update: Why prompt optimization and intelligent data cognition are critical to enterprise agentic AI success
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Summary
Intuit, the financial technology giant behind TurboTax and QuickBooks, has created an operating system that can use multiple large language models (LLMs) at once without the need for constant re-writing of prompts and data pipelines, which is the current problem hindering the adoption of AI in enterprises.
The updates to the Generative AI Operating System (GenOS) include an “intelligent data cognition layer” that can integrate AI with complex enterprise data architectures and a prompt optimisation service that uses genetic algorithms to create and test prompt variants automatically instead of just finding the best model for each query.
This update allows for better operational flexibility and risk mitigation and could save enterprises time and money when it comes to AI operational costs.
The aim of Intuit’s AI Operating System is to improve productivity and overall AI efficiency, thereby shaping how businesses approach multi-model AI architectures.