Intuit scrapped its own AI agent architecture twice in four months. At VB Transform 2026, its AI VP called that the fast path

What happened

Nhung Ho, Intuit's VP of AI, revealed at VB Transform 2026 that the company rebuilt its AI agent architecture twice in four months. First: replaced specialist agents with a central orchestrator. Second: abandoned the orchestrator when compounding NL handoff errors caused failures.

Context and impact

Intuit's experience is a direct warning for enterprise companies that think AI agents can be deployed once and left alone. The second rebuild took 60 days, but a working prototype was ready in 20.

Details

• 1st rebuild: specialist agents → central orchestrator
• 2nd rebuild: orchestrator → skills-and-tools system (60 days, prototype in 20)
• Root cause: compounding errors in NL handoffs between agents
• Conclusion: rapid iteration = the only viable enterprise AI strategy
• Context: VB Transform 2026, July 14-15, 2026