From Chaos to Clarity: How GenAI Supercharges Machine Learning in Observability

Modern environments generate an overwhelming volume of metrics, logs, events, and traces. Teams are buried in alerts, chasing symptoms instead of confidently solving the real issue.

In this eBook, Splunk reimagines observability as a detective story and shows how pairing ML (your master pattern-seeker) with GenAI (your human-friendly translator) helps you crack the “crime” behind outages, slowdowns, and performance anomalies — before they impact customers.

Why read this eBook?

Tame alert storms and noise
Learn practical ways to reduce false positives, flapping and duplicate alerts so engineers can focus on what matters most.
Accelerate MTTI and MTTR
See how ML can automatically surface anomalies and likely root causes — and how GenAI turns those insights into clear, guided next steps.

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“This content is brought to you by Splunk, a global leader in security and observability. Insights are based on real-world customer deployments to help organizations gain end-to-end visibility, accelerate incident response, and drive resilient, data-driven operations at scale.

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