---
sourceDocument: Brazil Enable AI
sourceDocumentLink: https://www.servicenow.com/docs/r/intelligent-experiences

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    - brazil

ft:locale :

    - en-US

ft:publication_title :

    - Brazil Enable AI

ft:clusterId :

    - platai

bundleId :

    - platai

workflow :

    - Platform


---

# Using AI Data Kit

# Using AI Data Kit {#ariaid-title1}

Release version: Brazil  
Updated October 6, 2026  
![](https://www.servicenow.com/docs/portal-asset/ico-clock) 1 minute to read  
Use AI Data Kit to add or generate datasets, prepare them for evaluation, and publish them in data collections.

## Overview of AI Data Kit {#using-now-assist-data-kit__cf-using-parent-workflow}

Start by adding a dataset or generating synthetic data. The other tasks work on an existing dataset, and you can do them in whatever order suits your evaluation. When the data is ready, package it in a data collection for
evaluation.

:   Add records from an instance table, or import a file from your computer. When you add a dataset, you can also choose to scan it for sensitive data.

[Generate synthetic data](https://www.servicenow.com/docs/CZG7PnldRk80c4IeMjG7eQ "Generate synthetic records for evaluating AI skills and agents when you don't have suitable data or can't use it for privacy reasons.")

:   Generate synthetic records when you don't have suitable data or can't use it for privacy reasons.
    If
    you have records to use as examples, see . Otherwise, see .

[Create a derived dataset](https://www.servicenow.com/docs/RzgYdXt7cK4IZriEAsSycg "Create a smaller dataset from an existing dataset by selecting records manually or by random sampling.")

:   Create a smaller dataset from an existing one by selecting records manually or by sampling. A smaller dataset lets you evaluate a skill without processing every record.

[Find and cleanse sensitive data](https://www.servicenow.com/docs/qtH_BYLZAsGRafo7yaXM5A "Scan a dataset for personally identifiable information (PII) and other sensitive data, and cleanse the records that the scan finds.")

:   Scan a dataset for sensitive data, such as names and email addresses, and cleanse what the scan finds.
    Scanning
    requires the Data Privacy plugins.

[View data insights](https://www.servicenow.com/docs/Nw77ps1svixeext4MyjrBg "View data insights to check a dataset for sensitive data or to find data quality issues in a data collection before you use it for evaluation.")

:   Check the completeness
    and distribution of the values in a dataset.

[Add a ground truth to each dataset record](https://www.servicenow.com/docs/3vCh~Vt0TiREOugFmDhZ5w "Add a ground truth, which is the real-world data that is used to train and test AI models to each dataset record. You can perform this task by using the AI Data Kit application.")

:   Add the expected correct output for dataset
    records, so that an evaluation can compare responses against a known result. You set the guidelines, and an analyst can enter and review the values.

[Create a data collection](https://www.servicenow.com/docs/lMBxQ5Pc_qQqWN5MglvFpQ "Combine one or more datasets into a data collection, choosing the columns and records to include. Then, publish the collection so that you can use it to evaluate a skill in AI Skill Kit.")

:   Package one or more datasets for evaluation by choosing the columns and records to include. After you publish the collection, you can select it in AI Skill Kit to evaluate a skill.

{#using-now-assist-data-kit__cf-using-parent-tasks-dl}