---
version: "2026.1.0"
language: "en"
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# Artificial Intelligence

Leapwork's **AI Automation Blocks** let you automate complex, manual testing tasks using artificial intelligence. These blocks improve test coverage, reduce execution time, and help you adapt faster to change.

**What you can do with AI Blocks:**

1. Extract structured data from text using the [**AI Extract Block**](https://docs.leapwork.com/leapwork-flow/latest/building-blocks/ai-blocks/ai-extract.md)

2. Generate new data or test input using the [**AI Generate Block**](https://docs.leapwork.com/leapwork-flow/latest/building-blocks/ai-blocks/ai-generate.md)

3. Transform data formats between different structures using the [**AI Transform Block**](https://docs.leapwork.com/leapwork-flow/latest/building-blocks/ai-blocks/ai-transform.md)

4. Validate the accuracy of text-based outputs using the [**AI Validate Block**](https://docs.leapwork.com/leapwork-flow/latest/building-blocks/ai-blocks/ai-validate.md)

5. Extract visual data from PDFs or images using the [**AI Vision Extract Block**](https://docs.leapwork.com/leapwork-flow/latest/building-blocks/ai-blocks/ai-vision-extract.md)

6. Validate the presence or content of text or visuals in PDFs or images using the [**AI Vision Validate Block**](https://docs.leapwork.com/leapwork-flow/latest/building-blocks/ai-blocks/ai-vision-validate.md)

7. Trigger intelligent follow-up actions based on AI-generated insights using the [**AI Action Block**](https://docs.leapwork.com/leapwork-flow/latest/building-blocks/ai-blocks/ai-action.md).

**How to activate:**

Go to **Add-ons** in the Customer Portal → click **Know More** → select **Activate AI blocks** → refresh your license in Flow.
> **Note:** AI outputs are probabilistic and rely on OpenAI's models. Occasional inaccuracies may occur. Refer to OpenAI's documentation for details.