What's inside the report:

Agentic AI is blowing through telemetry budgets. This market guide for observability trends shows platform engineering teams how to get ahead of the curve, using real practitioner data, vendor breakdowns, and an architectural roadmap for treating telemetry as a strategic data asset rather than an operational byproduct.

Key takeaways

• Tame the AI telemetry explosion: Agentic AI workloads and parallel observability tools generate massive telemetry surges that standard budgets can't absorb. Deploy proactive, pipeline-layer cost controls before these tools reach production scale.

• OTel is your shortcut to AI readiness: Standardizing on OpenTelemetry is how you prepare systems for AI operations. Enforcing OTel semantic conventions makes your data instantly readable and actionable for AI agents.

• Treat telemetry as a strategic data asset: Merge FinOps with telemetry routing, treat data schemas as versioned contracts, and give developers direct, safe access to live production signals rather than routing them through SRE tickets.