Telemetry Tuning: Feeding Agents with the Right Data

• Quality Over Quantity in Data Collection

  More data isn’t always better—especially when it comes to AI-powered automation.Too much irrelevant or noisy telemetry can overwhelm agents and slow down response.The key is curating high-quality, actionable data streams that help agents sense what matters most.

• Optimizing Data Pipelines for AI Agents

  Successful organizations design their telemetry pipelines to deliver the right mix of logs, metrics, and traces.They focus on relevance, timeliness, and consistency—ensuring that agents receive clear signals, not just random noise.Teams that fine-tune telemetry inputs report up to 35% more accurate anomaly detection and greater operational efficiency.

• Empowering Smarter Decisions and Faster Recovery

  When agents are fed well-structured, targeted data, they make better decisions—diagnosing issues faster and triggering effective automated responses.Regularly reviewing and refining telemetry not only enhances AI performance, but also strengthens the team’s ability to adapt as network environments evolve.

Is your data pipeline helping—or hindering—your automation efforts?

Observeasy helps teams tune telemetry for maximum AI impact, delivering cleaner insights and faster action.

👉 Book a demo to see telemetry tuning in action.