Use cases / Air-gapped & sovereign
Use case · Air-gapped & sovereign
Runs disconnected, in your region, on your model.
No cloud service needed and no data sent out. The whole loop runs inside your network.
What it takes off your plate
01
No data leaves
Your data and prompts never leave your environment.
02
Host the AI model yourself
Point SreNix at a model you run.
03
Try it without trusting us
Run a snapshot offline. No install and no access needed. About 30 seconds.
In practice
Every fix leaves a record
Detection, cause, policy decision, fix and verification — written down, signed and exportable.
See a real example: a secret pointing at a Vault path that no longer exists
fix record · prod-eu-1VERIFIED
10:34:12DETECTCrashLoopBackOff · payments-api · OOMKilled 137
10:34:48CAUSEmemory limit 512Mi vs p99 working set 780Mi
10:35:02POLICYlimit-raise ≤ 2× · namespace payments · auto-approved
10:35:19FIXpatched limits 512Mi → 1Gi, rollout restarted
10:41:30VERIFY0 restarts, error rate 0.02%, 6 min observed
signed by workload identity · srenix-fixer@prod-eu-1
Works with what you run
Cloud
AWS · GCP · Azure
K8s distros
Kubernetes · EKS · GKE · AKS · k3s · OpenShift · RKE2
Observability & ticketing
Prometheus · Alertmanager · Grafana · Loki (paid) · OTLP (paid) · OpenProject · Jira · ServiceNow · Slack
K8s-native infra
Vault · cert-manager · CNPG · Rook/Ceph · External Secrets · Kong · ArgoCD · Cloudflare
Trigger sources
K8s informers · Alertmanager polling · Webhook (HMAC) · CronJob resync
AI providers
OpenAI · Anthropic · In-cluster vLLM
On-call should be quieter every week
Helm install in 5 minutes. No telemetry exfiltration. No per-investigation surprises.