diff --git a/docs/documentation/platform/identities/user-identities.mdx b/docs/documentation/platform/identities/user-identities.mdx
index bcb470a3e..31e4bf242 100644
--- a/docs/documentation/platform/identities/user-identities.mdx
+++ b/docs/documentation/platform/identities/user-identities.mdx
@@ -5,18 +5,19 @@ description: "Read more about the concept of user identities in Infisical."
 
 ## Concept
 
-A **user identity** (also known as **user**) represents a developer, admin, or any other human entity interacting with resources in Infisical. 
+A **user identity** (also known as **user**) represents a developer, admin, or any other human entity interacting with resources in Infisical.
 
-Users can be added manually (through Web UI) or programmatically (e.g., API) to [organizations](../organization) and [projects](../projects). 
+Users can be added manually (through Web UI) or programmatically (e.g., API) to [organizations](../organization) and [projects](../projects).
 
-Upon being added to an organization and projects, users assume a certain set of roles and permissions that represents their identity. 
+Upon being added to an organization and projects, users assume a certain set of roles and permissions that represents their identity.
 
-![organization members](../../../images/platform/organization/organization-members.png)
+![organization users](/images/platform/organization/organization-users.png)
 
 ## Authentication methods
 
-To interact with various resources in Infisical, users are able to utilize a number of authentication methods: 
-- **Email & Password**: the most common authentication method that is used for authentication into Web Dashboard and Infisical CLI. It is recommended to utilize [Multi-factor Authentication](/documentation/platform/mfa) in addition to it.  
-- **SSO**: Infisical natively integrates with a number of SSO identity providers like [Google](/documentation/platform/sso/google), [GitHub](/documentation/platform/sso/github), and [GitLab](/documentation/platform/sso/gitlab). 
-- **SAML SSO**: It is also possible to set up SAML SSO integration with identity providers like [Okta](/documentation/platform/sso/okta), [Microsoft Entra ID](/documentation/platform/sso/azure) (formerly known as Azure AD), [JumpCloud](/documentation/platform/sso/jumpcloud), [Google](/documentation/platform/sso/google-saml), and more. 
+To interact with various resources in Infisical, users are able to utilize a number of authentication methods:
+
+- **Email & Password**: the most common authentication method that is used for authentication into Web Dashboard and Infisical CLI. It is recommended to utilize [Multi-factor Authentication](/documentation/platform/mfa) in addition to it.
+- **SSO**: Infisical natively integrates with a number of SSO identity providers like [Google](/documentation/platform/sso/google), [GitHub](/documentation/platform/sso/github), and [GitLab](/documentation/platform/sso/gitlab).
+- **SAML SSO**: It is also possible to set up SAML SSO integration with identity providers like [Okta](/documentation/platform/sso/okta), [Microsoft Entra ID](/documentation/platform/sso/azure) (formerly known as Azure AD), [JumpCloud](/documentation/platform/sso/jumpcloud), [Google](/documentation/platform/sso/google-saml), and more.
 - **LDAP**: For organizations with more advanced needs, Infisical also provides user authentication with [LDAP](/documentation/platform/ldap/overview) that includes a number of LDAP providers.
diff --git a/docs/images/platform/organization/organization-machine-identities.png b/docs/images/platform/organization/organization-machine-identities.png
new file mode 100644
index 000000000..85657e137
Binary files /dev/null and b/docs/images/platform/organization/organization-machine-identities.png differ