LogPilot combines four powerful AI-driven modules into a single unified platform, turning millions of raw log lines into clear, actionable intelligence.
Stop writing complex KQL queries and regex patterns. With LogPilot, you simply ask questions in plain English. Our LLM translates your intent into optimized vector searches and SQL queries across your entire log infrastructure.
Ask "Show me all 5xx errors from the payment service last Tuesday" and get instant results.
Find semantically similar logs even when the wording differs. Powered by Milvus vector database.
Automatically correlate related logs across microservices using Trace IDs and timestamps.
DNS resolver configuration update in payment-svc v2.4.0 caused intermittent resolution failures for stripe-api.com
Revert DNS config in resolv.conf or add fallback resolver 8.8.8.8
When an incident strikes, LogPilot automatically traces the failure through your entire microservice topology. It correlates Trace IDs, analyzes deployment timelines, and generates a comprehensive diagnostic report.
Follows distributed traces across every service boundary to reconstruct the full failure path.
Compares recent deployments, config changes, and dependency updates against the incident timeline.
Calculates the full downstream impact including affected users, transactions, and SLA metrics.
Your systems generate millions of repetitive log lines. LogPilot clusters similar events, reducing noise by up to 99%, while surfacing novel error patterns that actually require attention.
Groups 1M "Connection Timeout" logs into a single consolidated notification with occurrence counts.
Identifies new, never-before-seen error patterns using statistical baseline comparison and ML classification.
Each log pattern gets a noise score so you can filter out the clutter and focus on what's actionable.
LogPilot doesn't just find problems — it fixes them. For common infrastructure failures like OOM, disk full, or dependency conflicts, the AI agent can automatically apply fixes or generate a GitHub PR with the patch.
Instant remediation commands for OOM, disk pressure, certificate expiry, and more.
Automatically generates a pull request with code fixes, config patches, and descriptive commit messages.
Define custom runbooks. LogPilot executes them automatically when matching patterns are detected.
LogPilot integrates with all major cloud providers, orchestration platforms, and developer tools out of the box.
10,000 logs/day included on the free tier. No credit card required.