Summary
Intuit's VP of AI, Nhung Ho, revealed at VB Transform 2026 that the company twice rebuilt its AI agent architecture within four months, moving from specialist agents to an orchestration layer, then to a skills and tools-based system. The rapid rebuilds were necessary due to issues like context loss in natural language handoffs between agents, with the second full rebuild taking 60 days.