Davis® for Workflows

Enhance your automation with powerful Davis® analysis.

Davis® analyzers offer a broad range of general-purpose AI/ML functionality, such as learning and predicting time series, detecting anomalies, or identifying metric behavior changes within time series. Davis® for Workflows enables you to seamlessly integrate analyzers into your custom workflows.

• Use Workflows to automatically forecast future capacity demand to adapt the allocation before critical incidences happen.

• Schedule a forecast to anticipate future service load to adapt workload scaling.

To leverage Davis® analyzers in your custom workflows, simply install Davis® for Workflows on your environment. Davis® actions will then automatically appear in Workflows' Choose action section.

For a successful Davis® analysis, proper permissions must be set. In Workflows, go to Settings > Authorization settings and grant the following primary/secondary permissions:

• app-engine:functions:run

• davis:analyzers:read

• davis:analyzers:execute

• storage:bizevents:read

• storage:buckets:read

• storage:events:read

• storage:logs:read

• storage:metrics:read

• storage:spans:read

• storage:system:read