Help us answer the question no one can.

AI agents in production are providing refunds, credits, discounts, and loyalty points — real money and audited liability on every AI decision. Yet in most companies today, no one can reconcile what those agents actually committed.

Kondra is interviewing 20 Finance/FinOps leaders, CAIOs and Customer-Operations Leaders at 2000+ person companies that have deployed AI to manage workflows that impact the P&L. It is a research conversation, not a sales call: 30 minutes, a working demo at the end for your critique, and every participant receives the anonymized findings from the full set of conversations.

Select a time below — three short questions on the booking form help us tailor the conversation.