Forge/Rootwatch
INFRA-OPSIN DEVELOPMENT// 003

Rootwatch

Predictive infrastructure monitoring.

AI-driven anomaly detection designed to predict failures before they cascade — then stage the fix. Auto-scaling, canary rollbacks and cost sweeps, executed automatically.

Concept previewprod-eu-1
Prediction: payments-db saturation approaching
Connection pool trending high · auto-scale plan staged
ACTING
checkout-api · latency anomaly resolved
Rolled back canary automatically
Nightly cost sweep complete
Idle capacity reclaimed automatically
Illustrative preview of how Rootwatch is designed to work — not live production data.
Predictive
Anomaly detection
Early warning
Before customer impact
Automated
Staged remediation
Cost-aware
Idle capacity reclaimed
Capabilities

From alerting to acting.

Predictive anomaly detection

Learns each service's normal across metrics, traces and logs — flags trajectory, not just thresholds.

Automated remediation

Staged runbooks execute on prediction: scale, rollback, restart, reroute — with human approval gates where you want them.

Early warning

Designed to flag failures before they reach customers — enough lead time for the fix to be boring.

Cost automation

Idle capacity reclaimed nightly, commitments tuned monthly — savings reported per service, per team.

Incident intelligence

Every event correlated into a single timeline with root-cause hypothesis — postmortems half-written by the time you open them.

Your cloud, your rules

Deploys into AWS, Azure or GCP with policy-as-code boundaries on what automation may touch.

How it works

Built for fast onboarding.

01

Instrument

Agents and integrations deploy via Helm or Terraform — Rootwatch baselines your services in 24 hours.

02

Predict

Anomaly models come online per service; predictions run shadow-mode first so you can verify lead time and accuracy.

03

Automate

Approve runbooks per class of incident — remediation goes from suggested to automatic at your pace.

AWSAzureGCPKubernetesPrometheusDatadogPagerDutySlackTerraform

Curious what Rootwatch could catch in your infrastructure?

Tell us about your stack. We'll walk you through how Rootwatch is designed to work, and what a pilot would look like.