# Feature Tutorial: PagerDuty AIOps

PagerDuty AIOps compresses alert noise using machine learning grouping, surfaces likely root causes, and automates response with Event Orchestration.

When alerts come in by the dozens or hundreds during an outage, the hardest part isn't detecting that something's wrong — it's cutting through the noise to find out what actually matters and where to look first.

PagerDuty AIOps compresses that noise, provides situational awareness, and automates the repetitive parts of incident response. It uses machine learning to intelligently group related alerts into a single incident, surfaces probable origin points and related past incidents so responders know where to focus, and lets teams build automation — from enrichment to routing to self-healing actions — using Event Orchestration.

AIOps is the current evolution of PagerDuty's Legacy Event Intelligence add-on, and includes everything in Event Intelligence plus Global Event Orchestration. Customers have reported significant reductions in alert noise and faster mean time to resolution as a result.

Because AIOps is priced by event consumption rather than by user, only events sent to AIOps-enabled services or Event Orchestrations count toward an account's event volume tier — non-AIOps services and Orchestrations don't get access to the advanced noise-reduction and root-cause features.

## Learn More

**Read more about what PagerDuty AIOps provides**

* [Introducing PagerDuty AIOps](https://www.pagerduty.com/blog/product/introducing-pagerduty-aiops/) - the original announcement covering noise reduction, triage, and automation.
* [Built to Withstand the Next Outage: How PagerDuty AIOps Keeps You Ahead](https://www.pagerduty.com/blog/aiops/built-to-withstand-the-next-outage-how-pagerduty-aiops-keeps-you-ahead/) - covers the Operations Console, Global Alert Grouping, and Global Event Orchestration.

**Watch the product demos and webinars**

* [PagerDuty AIOps – Everything you need to know in 2 minutes](https://www.youtube.com/watch?v=dOUDk7r3vSU)
* [PagerDuty AIOps Noise Reduction Demo in 3 Minutes](https://www.youtube.com/watch?v=gR7yjNoZaEI) — covers alert grouping and Auto-Pause Incident Notifications.
* [5-Minute Demo: PagerDuty AIOps Automation and Orchestration](https://www.youtube.com/watch?v=9cajmJ_WVM0) — covers Global Event Orchestration and its impact on MTTR.
* [PagerDuty AIOps Visibility Console Demo in One Minute](https://www.youtube.com/watch?v=XDKJ3ULX6rM)

**Check out the training modules on PDU**

* [AIOps Knowledge Series](https://university.pagerduty.com/path/aiops-knowledge-series) — covers how AIOps leverages Event Orchestration to reduce noise, surface insights, and improve responsiveness.
* [(AIOps) Event Orchestration](https://university.pagerduty.com/aiops-event-orchestration) — covers Global vs. Service Orchestrations and building automated rules.
* [(AIOps) Managing Your Event Volume](https://university.pagerduty.com/managing-your-event-volume) — covers accepted events and consumption-based pricing.

**Watch the click-through tutorial**

* coming soon

**Find the product documentation in our Knowledge Base**

* [PagerDuty AIOps](/aiops/aiops)
* [PagerDuty AIOps Quickstart Guide](/aiops/pagerduty-aiops-quickstart-guide)
* [Event Orchestration](/aiops/event-orchestration)

**Using the API?**

Alert grouping and event automation are managed via the [Alert Grouping Settings API](/developer/api/reference#rest/tag/alert-grouping-settings) and the [Event Orchestrations API](/developer/api/reference#rest/tag/event-orchestrations):
* [List alert grouping settings](https://developer.pagerduty.com/api-reference/b9fe211cc2748-list-alert-grouping-settings)
* [Get an Alert Grouping Setting](https://developer.pagerduty.com/api-reference/9b5a6c8d7379b-get-an-alert-grouping-setting)

**Managing PagerDuty with Terraform?**

* [pagerduty_event_orchestration](https://registry.terraform.io/providers/PagerDuty/pagerduty/latest/docs/resources/event_orchestration) — create the top-level Event Orchestration
* [pagerduty_event_orchestration_global](https://registry.terraform.io/providers/PagerDuty/pagerduty/latest/docs/resources/event_orchestration_global) — configure Global Orchestration rules
* [pagerduty_event_orchestration_service](https://registry.terraform.io/providers/PagerDuty/pagerduty/latest/docs/resources/event_orchestration_service) — configure per-service Orchestration rules
* [pagerduty_alert_grouping_setting](https://registry.terraform.io/providers/PagerDuty/pagerduty/latest/docs/resources/alert_grouping_setting) — configure intelligent, content-based, or time-based alert grouping

Find the full documentation for the PagerDuty Terraform Provider in the [Terraform Registry](https://registry.terraform.io/providers/PagerDuty/pagerduty/latest/docs)