ETL · DATA MANAGEMENT

ETL & data management

Build repeatable flows to bring information together, apply transformations, and prepare outputs. AI can assist with interpreting issues and proposing work; your team reviews the result.

AI-assisted analysisHuman reviewOn-premise available
ETL & data management · workflow viewCapability flow
ExtractSelected sources
TransformVisual steps or SQL
ValidateReview output
DeliverConfigured destination
Purpose-built diagram to explain the capability. No live DDL data, model, or connector is used.
HOW IT FITS

A clear sequence from source to prepared data.

Keep preparation stages legible so analysts and business teams can see how an output is assembled and where attention may be needed.

  1. 01Extract

    Connect the sources configured for the workflow.

  2. 02Transform

    Combine, filter, calculate, or reshape information using available visual steps or SQL.

  3. 03Validate

    Inspect intermediate results and process details before relying on the output.

  4. 04Deliver

    Send prepared information to a configured destination or the next step.

Available steps, refresh behavior, and destinations depend on source connectors and environment configuration. The sequence shows a common preparation flow; exact steps depend on source connectors and environment configuration.

AI-CENTERED, HUMAN-REVIEWED
Keep the work connected to business context.

Delman has worked with enterprise data since 2018. DDL is available on-premise; model routes, permissions, and data paths depend on each organization’s configuration.

AI AT THE CENTER

See how an agent can work with selected data and team context.

Explore agentic AI