Netdata AI automates the initial, time-consuming steps of investigation. It analyzes your metrics, correlates anomalies, and provides a root cause hypothesis with supporting evidence—so your team can validate, resolve, and learn from incidents faster. Its your very own Co-SRE.
Troubleshooting complex systems is a core engineering skill, but the manual process of data collection and correlation is a drain on your most valuable resource: your team's time.
Manually hunting through hundreds of charts, trying to distinguish signal from noise.
Connecting the dots between metrics, logs, and events across a distributed stack is slow and prone to error.
Running the same diagnostic steps for every alert leads to burnout and distracts from high-impact engineering work.
10x your team's productivity and capability. The AI handles tedious data-gathering and initial analysis, delivering a comprehensive report. Your team starts with a solid baseline instead of from scratch, ready for expert validation.
Let your team focus on solving the hard problems while AI handles data collection and initial analysis.
AI provides the hypothesis and evidence, but the final decision-making stays with your engineering team.
Start investigations with a comprehensive baseline instead of from zero.
Better insights require better data. Netdata's unique architecture provides the high-fidelity foundation needed for accurate analysis—not black-box magic.
Our AI analyzes data at 1-second resolution. This allows it to spot subtle, transient issues that are lost in the averaged, lower-resolution data of other platforms.
Unsupervised ML runs on every agent, enriching your data with a real-time stream of anomaly events. This provides a clear signal for the AI to pinpoint the true start of a problem.
Our AI leverages Netdata's ability to automatically discover relationships between metrics, delivering a root cause hypothesis with clear, evidence-backed links you can actually follow.
Integrated directly into your workflow to provide actionable starting points, right where you need them.
Go from an alert to a data-backed hypothesis in minutes. The AI analyzes historical data and correlations to suggest the most likely cause for your team to investigate.
Point the AI at any anomaly on a chart to get a ranked list of the most significant metric deltas leading up to the event, saving you from manual cross-referencing.
Generate clear summaries for incident postmortems or performance reviews. The AI provides the factual timeline and data, allowing your team to add the crucial human context and learnings.
Today, you trigger investigations on-demand. Our vision is evolving toward proactive analysis that anticipates issues before they escalate.
Configure critical alerts to trigger an investigation automatically, so a baseline analysis is waiting for your team.
Leverage historical data to forecast capacity issues and identify performance regressions before they impact users.
Suggest concrete actions and best practices for your team to review and implement based on observed patterns.
Your data security is our priority. The system is designed with a privacy-first architecture.
Our AI consumes scoped metadata and context, not your raw, sensitive telemetry.
We do not, and will not, use your data to train our foundation models.
Track every AI investigation run in your Space, including who ran it and when.
Create a free Netdata account and instantly start collecting per-second metrics from your AWS services — no setup, no credit card, no delays.
Deployment via CloudFormation
Per-second metric resolution
Dashboards ready out of the box
From public infrastructure to high-performance web hosting, organizations rely on Netdata to reduce downtime, improve visibility, and optimize their AWS environments in real time
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