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Data enhancement overview

Data enhancement is the NeoData capability where your organization defines how source (raw) datasets are understood, enriched, and prepared for modeling. Work happens inside enhancement workspaces: collaborative environments where you inspect schemas, mark facts and prediction outputs, arrange a prediction pipeline, and iterate with tooling that helps you refine transformations and configuration.

Enhancement is available when your NeoSpace administrator enables it for your tenant. If you do not see Data enhancement (or Enhancements) in the NeoData sidebar, ask your administrator about availability.

What problem does it solve?​

Enterprise modeling rarely starts from a single, perfectly labeled table. Teams need a controlled place to:

  • Anchor on real data by linking one or more ready raw datasets that already exist in NeoSpace.
  • Document intent with a name and description so collaborators understand the business scope of the workspace.
  • Separate observed fields from model outputs by marking facts (columns you treat as ground truth or inputs) and predictions (outputs the model should produce at inference time).
  • Order inference logic with a prediction pipeline that reflects how outputs depend on one another in production.

The workspace connects discovery work to the rest of the NeoData lifecycle: datasets and connectors feed data in; training and evaluation consume the structured outputs of your enhancement design.

How it fits in the NeoSpace workflow​

A typical path on the NeoSpace platform looks like this:

  1. Connect data through Data integration (connectors).
  2. Create and prepare datasets until the sources you need are in Ready state for use as raw inputs.
  3. Open data enhancement and create a workspace, then attach those raw datasets and complete the Workspace guide.
  4. Continue with training, benchmarks, and leaderboard review using the modeling flows documented in this site.

Screenshots (product captures)​

Store images under static/img/data-enhancement/. Uncomment a line when the file is available.

Next steps​

  • Follow the Workspace guide for the main sections of an enhancement workspace and day-to-day operations.
  • Return to the NeoData Portal map to see how URLs and sidebar labels match this documentation.