Exploring Data with Natural Language

Overview

Lumigo Copilot helps you go beyond troubleshooting by letting you explore your data and uncover insights through simple, natural language questions. Instead of building complex queries manually, you can ask Copilot what you want to know and get instant answers, saving time and effort.

Copilot brings natural language processing to Lumigo. This means you no longer need to craft advanced queries or juggle multiple filters. Instead, you can simply describe what you’re looking for in plain language, and Copilot handles the heavy lifting, running multiple queries in the background, summarizing the results and explaining the workflow.

Features

Trace Analysis: Copilot is available on the traces search page. Users can ask questions like:
- “How many orders did a specific user make today?”
- “What’s the failure rate of database requests in the last hour?”
- “Find failed write requests for a user named Sam.” Copilot automatically interprets your request, builds and runs the required queries (even in multiple steps), and returns the answers with context.
Log Search Page: Copilot supports the log search page too. You are able to explore logs using natural language, whether you’re drilling down into technical details or asking high level business questions.
Natural Language Queries: You can apply queries directly to the page you’re on, showing results instantly and interactively. This allows you to see the exact queries Copilot asks itself as part of the process, which helps to understand and refine your search in real time.

Use Cases

Quick Incident Investigation: You notice increased latency for certain API calls. Instead of piecing together filters, you can ask Copilot “Show me all failed requests to the payment service in the last 30 minutes.” Copilot runs the query, summarizes the failures, and provides the relevant traces for faster root cause analysis.

Business Insight on Demand: As a product manager, you may want to know user activity trends. When asked “How many new user sign-ups happened this week compared to last week?”, Copilot will query the trace data, calculate the difference, and provide an easy to read summary, preventing the need for custom dashboards or manual SQL.