AI cost management

Agentic AI Observability: Why QoS Is No Longer Enough

Agentic AI Observability: Why QoS Is No Longer Enough

Conviva is applying two decades of streaming experience intelligence to the challenge of monitoring AI agents in production. ECI Research examines why quality of service metrics fall short for agentic AI, and why experience observability is becoming a cost governance requirement, not just an operational nicety.

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AI FinOps in 2026: Why Runtime Cost Governance Can't Wait

AI FinOps in 2026: Why Runtime Cost Governance Can’t Wait

At FinOpsX 2026, Revenium co-founder Jason Cumberland argued that traditional FinOps tools are architecturally mismatched to AI token economics. Real-time runtime telemetry, not retrospective billing analysis, is the emerging requirement. ECI Research analysis connects this shift to broader FinOps maturity patterns across the enterprise.

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