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 30 seconds using K8sGPT, and watches Kubernetes events and pod logs as they happen
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, with its bundled monitoring, requests about 910m CPU and 3.2 GiB of memory.

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 act on incidents.