An autonomous SRE for your live estate — zero inbound

Connect it. Diagnose it.
Prove it fixed.

QuantumRun connects to any estate — Kubernetes, AWS, GCP, Azure, vSphere — read-only and outbound-only, so even private and firewalled clusters come online with nothing exposed. It discovers continuously, collapses your alert storm into one root cause, diagnoses it with a grounded agent, and remediates behind a human gate — proving every action on a tamper-evident evidence chain. A manager-of-managers, not another dashboard.

EVIDENCE CHAINsha256·estate:discoveredsha256·signal:normalizedsha256·incident:correlatedsha256·diagnosis:groundedsha256·verdict:fixed

The closed loop

Connect → diagnose → verified fixed. Not a page and a hope.

01
Connect
02
Discover
03
Correlate
04
Diagnose
05
Remediate
06
Prove
✓ VERIFIED FIXED

What a dashboard and an on-call rotation don't do.

Connect any estate — outbound, read-only

A read-only agent the customer runs in their own cluster dials OUT to us — no inbound access, no exposed API, no firewall changes. Private, NAT'd and air-gapped estates included.

Continuous discovery

A durable, multi-tenant reconciler keeps every connected estate's inventory live — workloads, images, cloud resources — the moment they change, not on a nightly cron.

Causal incident correlation

Collapse an alert storm into one root-caused story via your service topology — not a flat list of 40 alerts firing at once.

Grounded diagnosis

A tool-mediated agent reasons over your real telemetry, topology and evidence — and abstains when it isn't sure. Never a hallucinated root cause.

Gated remediation, verified

Plan → Gate → Act → Prove. The agent proposes the fix, a human approves, it acts scoped, then verifies the system actually converged.

Sealed evidence chain

Every signal, diagnosis and remediation hash-chained and tamper-evident — provable operations, not screenshots in a postmortem.

Plugs into the stack you already run.

Vendor-agnostic by design — one normalized model behind every monitor, every cloud.

Observe
  • Prometheus
  • Datadog
  • CloudWatch
  • Azure Monitor
  • New Relic
  • Grafana
  • PagerDuty
Estates
  • Kubernetes
  • Azure
  • AWS
  • GCP
  • vSphere
Act through
  • GitHub
  • ServiceNow
  • Jira
  • Slack
  • Teams

● live

Agentic where it helps. Deterministic where it counts.

Zero inbound by design

We never reach into your network. The agent connects out; credentials and data never leave your estate. Nothing to expose, nothing to allowlist.

Grounded, never guessed

The diagnosis agent cites the telemetry and topology it reasoned over, or abstains. Remediation acts only behind an explicit human gate.

Deterministic proof

A fix is verified by re-checking the system converged — not by the model's say-so. Either it's healthy again, or the incident stays open.

Connect your estate. Watch it diagnose itself.

Run a read-only agent in your cluster in minutes — outbound-only, nothing exposed. We'll map your estate, correlate a live incident, fix one finding behind a gate, and prove it converged.

Book a pilot