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Get a scheduled AI summary of Datadog log patterns

Replace a manual log review with a brief scheduled readout of aggregate patterns and changes worth investigating.

Trigger

Recurring schedule

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

Action

Aggregate logs

Aggregates logs into counts, statistics, groupings or trends without downloading raw events.

Why this helps

Repeated log checks take time, and important changes can be hard to spot across counts and grouped trends.

  • Review aggregate patterns without downloading raw events.
  • Get a consistent summary of counts and trends.
  • Surface changes that may deserve a closer investigation.

Setup

Build it in a few focused steps.

  • 1Connect Ai ml api and Datadog once in the Notis portal.
  • 2Create an automation in Automations, New Automation, and name it.
  • 3Tell Notis to review Datadog log aggregates for selected services or patterns and summarize meaningful changes without claiming unavailable baselines.
  • 4Choose a recurring schedule and where run reports should go.
  • 5Test with one real aggregate result and check the summary.

Questions about this workflow

Does this retrieve individual log messages?

No. This workflow uses Aggregate logs for counts, unique values, percentiles, numeric statistics, grouped breakdowns, and values over time.

Can it compare results to historical baselines?

Only when the returned data includes the needed history or you supply a baseline. The workflow should identify missing comparison data instead of assuming it.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link Ai ml api to Datadog. A trigger fires from one place; an action lands in another.

Ai ml api triggers

Datadog actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Create Dashboard

Creates a dashboard for viewing infrastructure, application, or business metrics.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Aggregate logs

Aggregates logs into counts, statistics, groupings or trends without downloading raw events.

ActionInstant

Create downtime

Creates downtime to silence alerts during maintenance or planned outages.

ActionInstant

Create event

Creates an event to record an important occurrence, such as a deployment or outage.

ActionInstant

Create monitor

Creates a monitor to track data and trigger alerts.

ActionInstant

Create On-Call escalation policy

Creates an on-call escalation policy.

ActionInstant

Create SLO

Creates a service level objective to track service reliability targets.

ActionInstant

Create Synthetic API Test

Creates a synthetic API test to monitor API availability and performance from multiple locations.

ActionInstant

Connect any two apps with Notis in the middle.

Ai ml api and Datadog, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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