Self-Learning Log Structure

No pattern configuration and maintenance burden!

Don’t need to bother configuring patterns for each log source and worry about maintaining it on a regular basis. Let the system do it for you.

Intelligent Log Parsing

Automatically understand unstructured logs

Automatically extract fields, variables, entities, timestamps, IDs, IP addresses, URLs, error codes, transaction IDs, user IDs, and business attributes from unstructured logs.

The platform intelligently recommends tracking configurations for extracted variables and continuously adapts to changing log structures without the need for manual parsing rule maintenance.

AI-Powered Extraction

Eliminate manual parsing complexity with intelligent schema discovery and automatic field extraction across dynamic and high-volume log environments.

Automatic log understanding
Intelligent variable extraction
Dynamic schema learning
Reduced maintenance overhead
Intelligent Processing

Built for modern dynamic log environments

Unstructured Log Analysis

Automatically analyze unstructured logs and discover meaningful entities, variables, timestamps, transaction IDs, and business attributes in real time.

Dynamic Log Intelligence

Adapt to changing log formats dynamically without requiring constant parser updates, regex maintenance, or manual schema definitions.

Smart Recommendations

Receive intelligent recommendations for tracking variables, alerts, analytics, and observability configurations based on extracted log patterns.

Enterprise Scalability

Handle large-scale enterprise logging environments with automated processing, scalable ingestion, and adaptive schema discovery capabilities.

Features

Advanced self-learning capabilities

Auto field extraction

Automatically extract important fields, entities, IDs, timestamps, URLs, IP addresses, and business attributes from raw unstructured log data.

Dynamic schema discovery

Continuously discover and adapt to changing log structures dynamically without manual schema definitions or parser maintenance.

Beyond regular pattern parsing

Move beyond traditional regex and static pattern-based parsing with intelligent machine-assisted log understanding capabilities.

Multi-line log handling

Seamlessly process multi-line stack traces, exception logs, and complex application logs while maintaining accurate context and event relationships.