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Modern distributed systems and AI tools generate an overwhelming volume of log data, making traditional troubleshooting a slow and manual process. To address this, New Relic, the Intelligent Observability company, has announced Logs Intelligence, a series of AI-strengthened capabilities designed to automate log analysis. This new suite of features transforms how engineering teams extract critical insights from logs, accelerating mean time to resolution (MTTR) and shifting the burden of analysis from engineers to AI. By providing automated, actionable insights directly within their workflows, Logs Intelligence turns unstructured log data into a proactive tool for maintaining system stability.
New Relic launched Logs Intelligence, a suite of AI-powered log analysis features.
AI Log Alerts Summarization provides root cause hypotheses for faster incident response.
Scheduled Search automates log queries and delivers reports via email or Slack.
Fine Grain Access Control offers policy-driven security for log data access.
The capabilities aim to drastically reduce manual effort and lower MTTR.
All features are currently available in a limited preview.
A key innovation within Logs Intelligence is AI Log Alerts Summarization. This capability addresses the critical challenge engineers face when an alert is triggered: manually sifting through vast amounts of log data to find the root cause. Instead of just sending a notification, New Relic's AI analyzes the related logs, highlights dominant error patterns, and generates a clear, actionable hypothesis for resolution. This provides engineers with the "why" behind an alert directly in their workflow, significantly shortening investigation time and reducing the stress of incident response.
Beyond reactive incident management, Logs Intelligence introduces proactive monitoring with Scheduled Search. This feature eliminates the need for engineers to run repetitive manual log queries by automating query executions and delivering critical insights directly to platforms like email and Slack. Unlike static PDF dashboards, these reports provide clickable insights that allow operators to take immediate action. This automation ensures teams never miss key signals buried in their log data, enabling them to identify issues sooner and avoid costly downtime.
Recognizing the sensitive nature of log data, New Relic has integrated Fine Grain Access Control for Logs into the new intelligence suite. This gives organizations precise, policy-driven control over who can access specific log data. Security and compliance teams can enforce granular permissions that align with organizational policies without forcing engineers to compromise on their ability to troubleshoot effectively using logs-in-context, ensuring both security and operational efficiency.
New Relic's Logs Intelligence represents a significant step towards fully automated observability. By leveraging AI to analyze logs, summarize alerts, and deliver proactive insights, the platform empowers engineering teams to move beyond manual firefighting. This allows Site Reliability Engineers (SREs) and developers to focus on higher-value work, such as innovation and system optimization, while AI handles the heavy lifting of data correlation and initial analysis, ultimately leading to more stable and reliable digital experiences.
The New Relic Intelligent Observability Platform helps businesses eliminate interruptions in digital experiences. New Relic is an AI-strengthened platform that unifies and pairs telemetry data to provide clarity over your entire digital estate for proactive and predictive problem solving. That’s why businesses around the world—including Adidas Runtastic, American Red Cross, Domino’s, GoTo Group, Ryanair, Swiggy, Topgolf, and William Hill—run on New Relic to drive innovation, improve reliability, and deliver exceptional customer experiences to fuel growth.
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