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Davis® for Workflows

Davis® for Workflows

Implement custom AI analysis in Grail data lakehouse using Davis® for Workflows.

App
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Find Davis® actions in the sidebar's "Davis® for Workflows" section.Add Davis® to your workflow. Select an analyzer, customize its configuration, and use the result in any subsequent action.
  • Product information
  • Release notes

Overview

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 cases

  • 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.

Get started

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

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Documentation

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By Dynatrace
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Customer story Mitchells & Butlers
“With Dynatrace’s Davis, it’s like having multiple additional analysts on your team. Since we’ve implemented, we don’t go looking for problems, problems come looking for us.”
Mark Forrester
Digital Readiness Manager
See their story
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Full version history

ReleaseDate

Full version history

1.3.1

Minor Changes

  • a5b97a8: Support "Simple workflows" for "Analyze with Davis" action.

Full version history

1.2.0

Minor Changes

  • Support long-running Davis analyzer tasks.
  • Migrate to Workflow Actions v2.

Patch Changes

  • Update dependencies.

Full version history

1.1.7

Patch Changes

  • Update Davis components

1.1.5

Patch Changes

  • Update Davis icon.

1.1.4

Patch Changes

  • Miscellaneous updates.

1.1.3

Patch Changes

  • Miscellaneous updates.
  • 3208652: Execution logs.

1.1.2

Patch Changes

  • Miscellaneous updates and stability improvements.

1.1.1

Patch Changes

  • 4c00e30: Request scope for grail entities.

Full version history

1.1.4

Patch Changes

  • Miscellaneous updates.

1.1.3

Patch Changes

  • Miscellaneous updates.
  • 3208652: Execution logs.

1.1.2

Patch Changes

  • Miscellaneous updates and stability improvements.

1.1.1

Patch Changes

  • 4c00e30: Request scope for grail entities.

Full version history

1.1.1

Patch Changes

  • 4c00e30: Request scope for grail entities.

Full version history

1.0.2

Patch Changes

  • Miscellaneous updates and stability improvements.

1.0.1

Patch Changes

  • 858600a: Update documentation.

1.0.0

Major Changes

  • Initial release.
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