Your infrastructure learns
from every incident

Cortex is the operational intelligence platform that turns your team's experience into institutional memory — so the fix is never lost, the pattern is never forgotten, and the next incident resolves itself.

pip install cortex-monitor · First topology in 60 seconds

You already know these problems

Alert fatigue

Thousands of alerts from one upstream failure. Your team wastes hours finding the root cause that topology would answer in seconds.

Knowledge walks out the door

Your senior engineer leaves and takes 10 years of "that weird firmware thing on blade 7" with them. Nobody wrote it down. Nobody could.

Same incident, different quarter

Nobody remembers the fix from last time. The runbook is outdated. The war room starts from scratch. Again.

How Cortex works

Six steps from noise to institutional memory

1

Collect

33 collectors pull from your existing stack. Prometheus, Datadog, CloudWatch, vSphere, NetApp, SNMP — no rip and replace.

2

Detect

Statistical anomaly detection with online baselines. No training period. No cloud dependency. Pure math, not AI tokens.

3

Correlate

Topology-aware grouping reduces 1,000 alerts to 1 incident. Graph traversal finds the upstream cause, not the downstream symptoms.

4

Remember

Every resolution is stored as a knowledge graph node — linked to symptoms, root cause, affected systems, and the fix. Searchable forever.

5

Heal

Playbook-based remediation fires automatically when confidence is high enough. Below the threshold, it suggests the fix and waits for approval.

6

Learn

Every success and failure adjusts pattern confidence. The system gets better. Operator feedback is first-class — approve, reject, annotate, suppress.

What makes Cortex different

Not another dashboard for dashboards. A system that thinks.

Institutional Memory

Every resolution becomes searchable knowledge. Similar symptoms surface historical fixes automatically via structural graph similarity — not keyword search. Your team's experience survives staff turnover.

Living Topology

Not a stale CMDB. Dependencies discovered from actual alert co-occurrence, metric correlation, and operational patterns. Continuously reconciled. Graph traversal from "disk full" to "revenue at risk" in milliseconds.

Self-Healing

YAML playbook remediation with confidence scoring. Patterns get smarter with every incident. High confidence executes automatically. Low confidence suggests and waits. You set the threshold.

Operational Intelligence

Executive briefings scoped by org level. CIOs see business impact and SLA exposure. Ops sees root cause and blast radius. Service desk sees known errors and suggested runbooks. Same data, right audience.

Progressive Trust

Start read-only. Cortex watches, learns, and recommends. Add approval gates when you're comfortable. Then full automation. You control the pace. Roll back any time. Every action is audited.

ServiceNow Replacement

ITSM module with tickets as knowledge graph nodes — not rows in a relational table. Custom fields that survive upgrades. Incident context delivered without escalation. One-command migration from ServiceNow.

33 Collectors
1,900+ Tests
191 API Endpoints
0 AI Tokens for Learning

Break something. Watch it fix itself.

The live demo runs a real Cortex instance with simulated infrastructure. Kill a service. Watch the knowledge graph light up. See the playbook fire. Read the post-mortem it writes.

Cortex self-healing demo: detect failure, match pattern, remediate, learn
Try the Live Demo

No signup required. Runs in your browser.

How it learns

Cortex gets smarter the longer it runs. Here's the ramp.

Minute 1

Discovers your infrastructure

Port scanning, Docker API, Kubernetes API, cloud provider metadata. Automatic collector assignment. First topology edges appear.

Day 1

Maps topology, identifies single points of failure

Dependency graph built from alert co-occurrence and metric correlation. SPOFs flagged. Blast radius estimates on every node.

Week 1

Baselines established, anomalies detected

Welford's online algorithm learns normal. No training window — baselines start from the first data point and refine continuously.

Month 1

Institutional memory growing, patterns forming

Resolutions linked to symptoms and root causes. Causal patterns learned from incident sequences. Runbooks auto-generated from history.

Month 3

Self-healing with confidence, executive insights dense with data

High-confidence patterns execute automatically. Capacity forecasts predict issues weeks out. CIO dashboards show trends, not just status.

Plugs into your existing stack

Cortex consumes from your tools. It doesn't replace them.

Slack
Grafana
Terraform
VS Code
ServiceNow
Jira
Prometheus
Datadog
PagerDuty
AWS
Azure
Kubernetes
Docker
VMware

See it on your infrastructure

We'll set up a 30-minute call to run Cortex against your actual environment. No slides. No sales pitch. Just your infrastructure, your incidents, your topology — live.

hello@engramatic.io