Daniel Newman and Oliver Parker, VP of Global Gen AI GTM at Google Cloud, examine the enterprise AI inflection at Google Cloud Next 2026. The conversation covers the drivers behind the shift from production capability to scale production, how inference cost structures are shaping what gets deployed, vertical AI execution through industry-specific customer deployments, and the emerging FinOps framework for evaluating agent ROI against labor cost equivalents.