AI tools for root cause analysis

When production systems fail at 3 AM, Sherlocks

No free plan exists for Doctor Droid

Bits Investigation is an always-on AI SRE agent from Datadog that investigates alerts the moment they fire.

incident.io is a software reliability platform that handles on-call, incident response, investigations and status pages in one product.

PagerDuty AIOps adds machine learning, AI and automation to incident response so teams see fewer alerts and resolve incidents faster.

Cisco AI Canvas creates a unified workspace where IT operations teams handle incidents across networking, security, collaboration, and observability domains simultaneously

Dynatrace is an observability platform that combines application performance monitoring, infrastructure monitoring, log analytics, digital experience monitoring and application security in one place.

Datadog is a cloud-scale observability and security service that brings infrastructure metrics, application traces, logs, security signals and user experience data into one place.

Testim is an automated testing platform from Tricentis for fast authoring of stable, AI-powered tests.