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AI-Powered Features Settings

With the 2025 Q3 release, Report Server introduces its first AI-powered feature — a set of configurable AI Settings designed to enhance the reporting experience through intelligent automation. The AI configuration includes two panels — AI Integration and AI-Powered Report Document Insights.

During the report preview phase, the AI-Powered Insights feature provides a rich set of capabilities, including generating responses, building prompts, interacting with AI-generated content, and executing predefined instructions. One of the configurable options in this panel is the ability to display a consent message to end users.

Report Server does not provide a built-in REST API or include any embedded LLMs/SLMs. To use any AI-powered feature, you must have an active subscription to a third-party LLM provider. This subscription must give you access to a valid REST API endpoint and key, which must be configured in the AI Setup panel.

An image of the Report Server with the AI Dialog being opened

AI Integration

The AI configuration panel is always visible in the user interface, regardless of the current AI enablement status. When the Enable AI checkbox is unchecked (which is the default state), the panel enters read-only mode. In this mode:

  • All dropdowns and checkboxes are disabled and cannot be modified
  • Users can still view and copy existing configuration values.
  • No changes to AI-related settings can be made until the Enable AI option is activated.

Depending on the state of the Enable AI setting:

  • If the Enable AI checkbox is unchecked, the AI Insights section will not be displayed in the Report Server
  • If the Enable AI checkbox is checked, you will be able to configure the AI by following these steps:

  1. Choose one of the supported providers:

    Provider
    MicrosoftExtensionsAzureAIInference
    MicrosoftExtensionsAzureOpenAI
    MicrosoftExtensionsOllama
    MicrosoftExtensionsOpenAI

    An image of the providers supported by the Report Server

  2. Select a Model Name, specify the Server Endpoint and the API Key

    An image of the Model Name, Server Endpoint, and API Key fields

While the Provider and Model are required for all AI providers, the remaining fields (Endpoint and API Key) depend on the specific provider's requirements.

If all required fields are filled in, you can test the integration using the Test Integration button. This will send a request to the selected provider with the specified information using a test prompt. If everything is configured correctly, you will receive a response saying Integration successful.

An image of the of the message that will appear if the fields are filled in correctly

If there is a problem, a pop-up will appear with detailed error information.

An image of the message that will appear if the fields are filled in incorrectly

AI-Powered Report Document Insights

This section contains the options that enable you to customize the feature "AI Insights" available during report preview. The customizations will be applied to both embedded and external report viewers that are connected to this Report Server instance.

The Consent Message Setting is part of the panel that allows you to configure the AI prompt displayed in the Report Viewer. It plays an important role in ensuring transparency and user awareness when interacting with AI features.

From this panel, you can choose whether to display a consent message by setting the Show consent message checkbox to true. When this option is activated, a predefined message will be shown to users before they interact with AI-generated content. Once users confirm their consent, the confirmation is preserved in the browser's session storage, ensuring the consent dialog won't be shown again during the same session.

The Consent Message is a notification shown to users before they interact with AI features. When enabled, the message informs users that by using the AI functionality, they agree to the processing of any data they provide—such as their prompts—for the purpose of delivering the service. It may include a link to the applicable privacy policy, helping users understand how their data will be handled. You can customize the content of the consent message to better align with your organization’s tone, legal requirements, or user expectations.

An image of the Consent Message Settings

If the Show consent message checkbox is checked, and the consent message field is empty, you will not be able to save the changes.

Prompts Settings

The Prompts Settings panel allows you to configure how AI prompts are presented to end-users within the Report Viewer. This includes managing predefined prompts, enabling custom prompts, and controlling user interaction with AI-generated content.

You can create as many Predefined Prompts as needed. You can also delete any prompts that are no longer required.

Image of the Predefined Prompts in the Report Server

The Allow custom prompts checkbox enables or disables the ability for end users to send custom requests to the AI.

Image of the 'Allow custom prompts' checkbox

If all settings have been configured correctly and the changes have been saved, the following message will appear on the screen.

Image of the message 'The new settings have been saved successfully' in the Report Server Configuration

Workflow

This section describes the workflow of displaying the AI prompt during report preview.

Before any user can use this feature, upon opening the AI Prompt Dialog, they will be asked to give consent to the AI to process the provided text.

An Image of how the AI Prompt Consent Dialog Appears in the Report Server

AI Prompt

Once consent is provided, a prompt for submitting questions to the AI will appear in the top-right corner of the report viewer. The UI will change depending on whether custom questions are allowed.

An Image of how the Ask AI Prompt will look with custom questions in the Report Server

Output

The Output of the AI processor will be displayed in the Output tab of the Ask AI Prompt after the result has been generated:

An Image of how the Ask AI Prompt will look when the output has been generated in the Report Server

Differences between Report Server for .NET and Report Server for .NET Framework

In Report Server for .NET, Retrieval-Augmented Generation (RAG) is enabled by default to enhance response accuracy and relevance while minimizing token usage.

Currently, RAG can be disabled only via the appsettings.json configuration file.

Support for controlling the RAG status directly from the UI is planned for upcoming versions of RS.NET. This feature is already logged for Q4.

Retrieval-Augmented Generation (RAG) is not supported in Report Server for .NET Framework.

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