What is DataAgent

AI-powered autonomous SRE for Kubernetes clusters.

DataAgent is an AI-powered platform that continuously monitors your Kubernetes clusters, detects infrastructure issues, and guides your team through resolution — without requiring a dedicated SRE on call.

How it helps

Kubernetes clusters produce a constant stream of events, pod failures, resource pressure signals, and configuration drift. Triaging these manually is slow, noisy, and requires deep expertise.

DataAgent runs a lightweight agent inside each cluster that:

Analyzes cluster state every 5 minutes using K8sGPT
Streams findings to the DataAgent cloud over an encrypted tunnel
Triggers AI-powered enrichment to explain what went wrong and why
Presents the incident in a dashboard with full context and a chat interface for investigation

Key concepts

Clusters

Connect any Kubernetes cluster by deploying a single Helm chart. The agent is stateless and uses ~512 MB RAM.

Incidents

Detected issues are grouped, deduplicated, and enriched with AI analysis before surfacing in the dashboard.

AI Enrichment

Each incident gets an AI-generated explanation and a chat interface so your team can investigate without switching tools.

Teams & Access

Invite team members, assign roles, and control who can register clusters or approve remediations.