# SailPoint AI-Driven Identity Security Overview

SailPoint AI-Driven Identity Security includes powerful solutions that provide immediate value to your identity governance program.

AI-Driven Identity Security is available for both SailPoint Human Fabric and IdentityIQ users. Refer to [AI-Driven Identity Security for IdentityIQ](../ai/iiq/index.md) to view the options available to organizations using IdentityIQ.

## AI-Driven Identity Security

These solutions analyze identity and access data from SailPoint Human Fabric:

- **Harbor Pilot** - Use SailPoint's [AI agent](harbor_pilot/index.md) to find documentation, explore and manage identity data, build workflows, and more in SailPoint Human Fabric.
- **SailPoint application onboarding** - Automatically [discover](app_onboarding/app_discovery.md) your enterprise applications and [receive recommendations](app_onboarding/source_recommendations.md) on source configurations to speed up onboarding.
- **Access Insights** - Better understand access across your organization with [Identity Outliers](access_insights/outliers.md) and [Access Intelligence Center](access_insights/access_intelligence.md).
- **Access Modeling** - Dynamically determine, at scale, who should have access to what with [Role Insights](access_modeling/role_insights.md) and [Role Discovery](access_modeling/discover_roles.md).
- **Access Recommendations** - Empower users and certifiers in your organization to make more informed access decisions with [Access Request Recommendations](access_recs/recommendations.md) and [Certification Recommendations](access_recs/recommendations.md#using-recommendations-to-make-access-decisions).

## Connecting to SailPoint Human Fabric

If your organization has already [set up SailPoint Human Fabric](../getting_started/index.md), work with [Professional Services](https://community.sailpoint.com/t5/Working-With-Services/ct-p/Working_with_PS) to set up your tenant to use AI for identity governance.

Access History is enabled by default. If your organization uses SailPoint application onboarding, no additional setup is required. Other features require further setup by Professional Services.

## Configuring AI Core Attributes

Once your tenant is completely set-up and configured for AI services, you will be prompted to select your tenant's AI core identity attributes from a list of attributes rated by relevance. The list is formed after SailPoint analyzes your organization's identity profiles and attributes from SailPoint Human Fabric or IdentityIQ. You will select four attributes that you determine as the most impactful. The selected attributes should group identities in a way that aligns with your organization's structure and access needs. You can update or change your selections at any time.

!!! note

After selecting your AI core attributes, it can take up to 48 hours for the selections to reflect in SailPoint AI features.

AI core attributes unify how identity attributes are managed across the following SailPoint AI features:

- Role Insights
- Role Discovery
- Access Request Recommendations
- Certification Recommendations
- Identity Outliers

**To configure AI core attributes:**

1. Go to **MySailPoint** or **Admin > Identity Management > Identity Profiles**. 
2. Locate the banner message to select your 4 most impactful attributes.
3. Select **Start Here**.

The list of attributes on the Configure AI Core Attributes page have been evaluated and given a relevance rating by SailPoint AI.

4. (Optional) Explore relevance ratings for a listed attribute by selecting **Why?**.
5. Select your four most impactful attributes.
6. Select **Save**.

**To update AI core attributes:**

1. Go to **Admin > Identity Management > Identity Profiles**. 
2. Select **Edit AI Core Attributes**.
3. Select your updated four most impactful attributes.
4. Select **Save**.

After the next aggregation, the most recent AI core attribute selections will be used across the AI features listed above.

SailPoint AI-Driven Identity Security Overview

SailPoint AI-Driven Identity Security includes powerful solutions that provide immediate value to your identity governance program.

AI-Driven Identity Security is available for both SailPoint Human Fabric and IdentityIQ users. Refer to AI-Driven Identity Security for IdentityIQ to view the options available to organizations using IdentityIQ.

AI-Driven Identity Security

These solutions analyze identity and access data from SailPoint Human Fabric:

Harbor Pilot - Use SailPoint's AI agent to find documentation, explore and manage identity data, build workflows, and more in SailPoint Human Fabric.
SailPoint application onboarding - Automatically discover your enterprise applications and receive recommendations on source configurations to speed up onboarding.
Access Insights - Better understand access across your organization with Identity Outliers and Access Intelligence Center.
Access Modeling - Dynamically determine, at scale, who should have access to what with Role Insights and Role Discovery.
Access Recommendations - Empower users and certifiers in your organization to make more informed access decisions with Access Request Recommendations and Certification Recommendations.

Connecting to SailPoint Human Fabric

If your organization has already set up SailPoint Human Fabric, work with Professional Services to set up your tenant to use AI for identity governance.

Access History is enabled by default. If your organization uses SailPoint application onboarding, no additional setup is required. Other features require further setup by Professional Services.

Configuring AI Core Attributes

Once your tenant is completely set-up and configured for AI services, you will be prompted to select your tenant's AI core identity attributes from a list of attributes rated by relevance. The list is formed after SailPoint analyzes your organization's identity profiles and attributes from SailPoint Human Fabric or IdentityIQ. You will select four attributes that you determine as the most impactful. The selected attributes should group identities in a way that aligns with your organization's structure and access needs. You can update or change your selections at any time.

Note

After selecting your AI core attributes, it can take up to 48 hours for the selections to reflect in SailPoint AI features.

AI core attributes unify how identity attributes are managed across the following SailPoint AI features:

Role Insights
Role Discovery
Access Request Recommendations
Certification Recommendations
Identity Outliers

To configure AI core attributes:

Go to MySailPoint or Admin > Identity Management > Identity Profiles.
Locate the banner message to select your 4 most impactful attributes.
Select Start Here.

The list of attributes on the Configure AI Core Attributes page have been evaluated and given a relevance rating by SailPoint AI.
(Optional) Explore relevance ratings for a listed attribute by selecting Why?.
Select your four most impactful attributes.
Select Save.

To update AI core attributes:

Go to Admin > Identity Management > Identity Profiles.
Select Edit AI Core Attributes.
Select your updated four most impactful attributes.
Select Save.

After the next aggregation, the most recent AI core attribute selections will be used across the AI features listed above.

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