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Lumigo Introduces AI to Simplify Observability Workflows

Lumigo is expanding its troubleshooting and observability platform with cutting-edge AI-powered tooling, now available in beta, which will provide developers and DevOps teams with the fastest and most cost-efficient way to debug and observe complex microservices. 

AI is quickly reshaping the technology landscape. However, observability tools have been slow to find ways to leverage AI in a fashion that provides tangible value. Unlike other observability solutions, Lumigo is uniquely positioned to leverage GenAI’s full promise. Lumigo is the only observability platform with the complete data needed to provide developers with actionable insights derived from AI, enabling faster and more cost-efficient troubleshooting and monitoring. 

Our first set of releases will focus on speeding resolution times by enabling developers with:

  1. SQL AI-generator using natural language processing to speed queries across all data 
  2. Real-time correlation engine to highlight related issues and separate anomalies
  3. AI-powered root cause analysis with automated inference from Generative AI 

The Answers You Need In a Language You Understand 

Lumigo is taking observability to the next level using LLM, available in beta by request today. This feature transforms natural language queries into ready-to-use SQL statements, allowing users to ask complex questions in plain language—such as “Show me all the failed transactions in the last hour”—and receive accurate, lightning-fast results without deep technical expertise. 

Specialized query languages are no longer necessary for quickly filtering large amounts of data, enabling development teams to act swiftly and confidently with immediate insights. 

Group-Related Issues with Real-Time Correlation Engine

Lumigo enhances efficiency by providing full trace coverage on every release without requiring any code changes or manual instrumentation. It further streamlines troubleshooting with full context and automation of issue correlation. Teams can now achieve instant observability, capturing every detail of every request and service dependency, and immediately understand how every issue interrelates with every other issue. This level of contextual awareness ensures that troubleshooting is faster, easier, and more effective than ever before.

AI-Powered Root Cause Determination

Since its inception, Lumigo has been empowering developers with the most efficient root cause analysis (RCA), and now it’s reimagining the path with the power of AI guidance. This automated, intelligent approach rapidly identifies the root cause of issues, enabling developers to resolve them faster and with greater precision. By combining its powerful real-time correlation engine, which seamlessly integrates and correlates metrics, logs, and traces, with NLP, Lumigo drastically reduces the time spent on root cause analysis. 

What Will Set Lumigo’s AI Apart? 

Lumigo AI will transform how teams interact with observability data, making detecting and resolving complex microservice issues effortless.  Lumigo’s unique advantage lies in the quality and depth of its industry-leading observability data set, which directly enhances the accuracy and relevance of AI-generated insights. The combination of high-quality data with advanced AI ensures that Lumigo not only identifies problems faster but also provides precise solutions.

This is where Lumigo shines: 

  • Distributed Tracing: Full payload visibility with seamless integration into AWS services, ensuring you have the context needed for swift issue resolution.
  • Log Management: Integrate logs seamlessly with any server-side data pipeline, simplifying your observability setup while reducing costs by as much as 50%.
  • Event-Based Metrics: Monitor critical events and gain insights into performance trends instantly.
  • Instant Anomaly Detection: Automatically detect and respond to issues as they arise, preventing minor problems from escalating into major incidents.
  • Autonomous Deployment: Get up and running in under five minutes with zero code changes or manual instrumentation.

By combining the most comprehensive data set with cutting-edge AI, Lumigo will further fulfill its promise of providing an unparalleled observability experience, empowering teams to resolve issues faster, optimize performance, and ensure the reliability of their microservices.

Experience the Beta

Request access to the AI-powered Lumigo beta. You’ll be the first to try new observability tooling and provide Lumigo with valuable feedback that directly impacts the product roadmap. You’ll still have access to all the power of the Lumigo observability platform enabling you to fix issues fast, reduce your troubleshooting times, and gain a deeper understanding of your microservice applications. 

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