# Prefill application templates

> Prefill application templates - Prefill applications upon creation to more easily visualize the end-
> user experience.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-04-24T16:03:56.530341+00:00` (UTC).

## Primary page

- [Prefill application templates](https://docs.datarobot.com/en/docs/classic-ui/app-builder/app-preview/app-prefill.html): Full documentation for this topic (HTML).

## Sections on this page

- [Set the prediction data source](https://docs.datarobot.com/en/docs/classic-ui/app-builder/app-preview/app-prefill.html#set-the-prediction-data-source): In-page section heading.
- [Feature considerations](https://docs.datarobot.com/en/docs/classic-ui/app-builder/app-preview/app-prefill.html#feature-considerations): In-page section heading.

## Related documentation

- [Classic UI documentation](https://docs.datarobot.com/en/docs/classic-ui/index.html): Linked from this page.
- [AI Apps](https://docs.datarobot.com/en/docs/classic-ui/app-builder/index.html): Linked from this page.
- [AI App preview features](https://docs.datarobot.com/en/docs/classic-ui/app-builder/app-preview/index.html): Linked from this page.

## Documentation content

# Prefill application templates

> [!NOTE] Availability information
> Prefilled No-Code AI App templates are on by default.
> 
> Feature flags: Enable Prefill NCA Templates with Training Data

Now available for preview, you can choose whether or not to prefill application insights with training data, allowing you to more easily visualize the experience for the end-user. Previously, application widgets appeared blank until the app was used to make a prediction; now, with prefilled No-Code App templates enabled, the application can use the project's training data to populate the widgets.

After creating a new application, DataRobot exports the training dataset to the AI Catalog, and if the dataset is larger than 50,000 rows, performs random downsampling. Once registered, DataRobot then performs a batch prediction job by scoring the training data.

The All Rows widget populates using the training data as the prediction data source. Additionally, new tabs have been added so you can view training data, prediction data, or both.

The Predictions data tab is only active after adding a batch prediction file or making a single-row prediction in the app.

> [!NOTE] App prediction limit
> The process of scoring the training data does not affect your application prediction limit.

## Set the prediction data source

By default, the app uses only training data as the prediction data source. You can update the prediction data source in the app's settings.

To update the settings:

1. Click Build in the upper-right corner.
2. Click Settings > General Configuration .
3. UnderPrediction Data Sourceselect a new option—Prediction Data Only, Training Data Only, or All Predictions Data.

## Feature considerations

Prefilled templates are not available for time series applications.