Accelerating GenAI Innovation: Lessons From Intuit's Agents an...
summary
Intuit built a centralized Genos framework of reusable agents and tools that plugs into product engines (QuickBooks, TurboTax) and uses open source like LangChain/LangGraph, Langfuse, LiteLLM, DeepEval, Numaflow. Genos provides Gen Studio, Gen SRF, GenUx and GenRuntime plus a supervisor agent and starter kits that auto-generate pipelines, materialized views and evaluations (JSON-driven precision/recall). It shrinks duplication across 200k tables and the query optimizer cut a 9‑hour job to 24 minutes and improved the top 100 slow queries.
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chapters (12)
- 0:00GenAI innovation at Intuit
- 3:10GenOS architecture
- 8:50Reusable agents and tools
- 12:19Lessons from frameworks
- 13:01Data platform at Intuit
- 16:15Data mesh strategy
- 18:20AI data discovery
- 21:12Query generation agent
- 24:25GenOS tools in practice
- 25:28Query optimization gains
- 27:37Future agents plans
- 28:20Q&A
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