Mezmo

Context engineered data sets that enable operational AI in minutes with precise, high-fidelity information

AI-powered SRE agent that investigates incidents and delivers root cause analysis in minutes without training required

Automatic clustering of related events and deduplication to reduce noise and prevent hallucinations in AI models

Connect your own AI models or use native agents via MCP for flexible AI integration

Threshold, change, and absence alerts in-stream and at rest for proactive monitoring

In-stream telemetry processing to accelerate root cause analysis and spot anomalies before data is stored

Discover and analyze verbose or unnecessary logs to optimize pipeline costs

Discover structure and patterns in logs, aiding downstream optimization

Core platform that processes telemetry data with intelligent context engineering for operational AI

Filter and parse data to reduce overall telemetry volume by up to 50% by indexing only necessary fields

Collect logs in any format, then transform or aggregate pre-index

Edge processing capability for ingesting and transforming telemetry data at the source

Route, transform, and send telemetry anywhere without vendor lock-in

Hold raw logs in a short-term buffer for on-demand replay

Decide what stays hot, what moves to cold storage (S3, Azure Blob, GCP), or gets dropped

Direct data with intent, reshape and normalize for agentic and human consumption with automated actions

Add labels and context inline before routing to destinations

Remove low-value logs (DEBUG/INFO) to reduce noise and manage costs effectively

Ingest and transform high-volume logs, metrics, and traces via Mezmo Edge, OpenTelemetry, or direct connection

Flexible AI integration allowing developers to access and act on high-context telemetry within workflows

Add contextual metadata for Kubernetes logs automatically

Easy button migration to Open Telemetry with seamless integration and data transformation

Real-time analytics and log management with filtering, sampling, and cost reduction capabilities

Alerts and real-time deviations trigger automatic routing adjustments

Intuitive UI and query language for fast root-cause analysis

Role-based access controls for MCP/Agent with authorization restrictions for users and agents

Redact, encrypt, or mask sensitive/PII data before reaching consumers

Visualize critical metrics with out-of-the-box and custom dashboards