diff --git a/api_docs/changelog.md b/api_docs/changelog.md
index dc3a63fc8d..3ea445ff5b 100644
--- a/api_docs/changelog.md
+++ b/api_docs/changelog.md
@@ -20,6 +20,12 @@ format used by the Zulip server that they are interacting with.
 
 ## Changes in Zulip 10.0
 
+**Feature level 293**
+
+* [`POST /register`](/api/register-queue), [`PATCH /settings`](/api/update-settings):
+  Added a new `allow_private_data_export` setting to allow users to decide
+  whether to let administrators export their private data.
+
 **Feature level 292**
 
 * [`POST /register`](/api/register-queue), [`GET
diff --git a/version.py b/version.py
index 6d6e82dafb..e03874bcab 100644
--- a/version.py
+++ b/version.py
@@ -34,7 +34,7 @@ DESKTOP_WARNING_VERSION = "5.9.3"
 # new level means in api_docs/changelog.md, as well as "**Changes**"
 # entries in the endpoint's documentation in `zulip.yaml`.
 
-API_FEATURE_LEVEL = 292  # Last bumped for `namedusergroup_creator_date_created`.
+API_FEATURE_LEVEL = 293  # Last bumped for `allow_private_data_export` setting.
 
 # Bump the minor PROVISION_VERSION to indicate that folks should provision
 # only when going from an old version of the code to a newer version. Bump
diff --git a/web/src/realm_user_settings_defaults.ts b/web/src/realm_user_settings_defaults.ts
index ffbd4eb313..43d52ee401 100644
--- a/web/src/realm_user_settings_defaults.ts
+++ b/web/src/realm_user_settings_defaults.ts
@@ -3,6 +3,7 @@ import {z} from "zod";
 import type {StateData} from "./state_data";
 
 export const realm_default_settings_schema = z.object({
+    allow_private_data_export: z.boolean(),
     automatically_follow_topics_policy: z.number(),
     automatically_follow_topics_where_mentioned: z.boolean(),
     automatically_unmute_topics_in_muted_streams_policy: z.number(),
diff --git a/web/src/server_events_dispatch.js b/web/src/server_events_dispatch.js
index 7830f57459..8401af01b3 100644
--- a/web/src/server_events_dispatch.js
+++ b/web/src/server_events_dispatch.js
@@ -717,6 +717,7 @@ export function dispatch_normal_event(event) {
                 "send_read_receipts",
                 "presence_enabled",
                 "email_address_visibility",
+                "allow_private_data_export",
             ];
 
             if (privacy_settings.includes(event.property)) {
diff --git a/web/src/settings.js b/web/src/settings.js
index 9d7e7ac061..b12f1f097c 100644
--- a/web/src/settings.js
+++ b/web/src/settings.js
@@ -29,6 +29,9 @@ export let settings_label;
 function setup_settings_label() {
     settings_label = {
         // settings_notification
+        allow_private_data_export: $t({
+            defaultMessage: "Let administrators export my private data",
+        }),
         presence_enabled: $t({
             defaultMessage: "Display my availability to other users",
         }),
diff --git a/web/src/user_settings.ts b/web/src/user_settings.ts
index 446856afc1..c4293c8cfc 100644
--- a/web/src/user_settings.ts
+++ b/web/src/user_settings.ts
@@ -34,6 +34,7 @@ export const user_settings_schema = stream_notification_settings_schema
     .merge(pm_notification_settings_schema)
     .merge(followed_topic_notification_settings_schema)
     .extend({
+        allow_private_data_export: z.boolean(),
         automatically_follow_topics_policy: z.number(),
         automatically_follow_topics_where_mentioned: z.boolean(),
         automatically_unmute_topics_in_muted_streams_policy: z.number(),
diff --git a/web/templates/settings/account_settings.hbs b/web/templates/settings/account_settings.hbs
index 1930b59a78..05887aaa4f 100644
--- a/web/templates/settings/account_settings.hbs
+++ b/web/templates/settings/account_settings.hbs
@@ -94,6 +94,12 @@
                   label_parens_text=settings_label.presence_enabled_parens_text
                   help_link="/help/status-and-availability"
                   prefix="user_"}}
+                {{> settings_checkbox
+                  setting_name="allow_private_data_export"
+                  is_checked=settings_object.allow_private_data_export
+                  label=settings_label.allow_private_data_export
+                  help_link="/help/export-your-organization#full-export-with-member-consent"
+                  }}
             </div>
             <div class="input-group">
                 <label for="email_address_visibility" class="settings-field-label">{{t "Who can access your email address" }}
diff --git a/zerver/migrations/0585_userprofile_allow_private_data_export_and_more.py b/zerver/migrations/0585_userprofile_allow_private_data_export_and_more.py
new file mode 100644
index 0000000000..b1848528bd
--- /dev/null
+++ b/zerver/migrations/0585_userprofile_allow_private_data_export_and_more.py
@@ -0,0 +1,22 @@
+# Generated by Django 5.0.8 on 2024-09-09 08:57
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+    dependencies = [
+        ("zerver", "0584_namedusergroup_creator_date_created_backfill"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="realmuserdefault",
+            name="allow_private_data_export",
+            field=models.BooleanField(default=False),
+        ),
+        migrations.AddField(
+            model_name="userprofile",
+            name="allow_private_data_export",
+            field=models.BooleanField(default=False),
+        ),
+    ]
diff --git a/zerver/models/users.py b/zerver/models/users.py
index eef863d262..718f960f95 100644
--- a/zerver/models/users.py
+++ b/zerver/models/users.py
@@ -267,6 +267,7 @@ class UserBaseSettings(models.Model):
     send_stream_typing_notifications = models.BooleanField(default=True)
     send_private_typing_notifications = models.BooleanField(default=True)
     send_read_receipts = models.BooleanField(default=True)
+    allow_private_data_export = models.BooleanField(default=False)
 
     # Whether the user wants to see typing notifications.
     receives_typing_notifications = models.BooleanField(default=True)
@@ -347,6 +348,7 @@ class UserBaseSettings(models.Model):
         send_private_typing_notifications=bool,
         send_read_receipts=bool,
         send_stream_typing_notifications=bool,
+        allow_private_data_export=bool,
         web_mark_read_on_scroll_policy=int,
         web_channel_default_view=int,
         user_list_style=int,
diff --git a/zerver/openapi/zulip.yaml b/zerver/openapi/zulip.yaml
index 1f45e168b6..25c123eb40 100644
--- a/zerver/openapi/zulip.yaml
+++ b/zerver/openapi/zulip.yaml
@@ -14873,6 +14873,13 @@ paths:
                               read messages.
 
                               **Changes**: New in Zulip 5.0 (feature level 105).
+                          allow_private_data_export:
+                            type: boolean
+                            description: |
+                              Whether organization administrators are allowed to
+                              export your private data.
+
+                              **Changes**: New in Zulip 10.0 (feature level 293).
                           email_address_visibility:
                             $ref: "#/components/schemas/EmailAddressVisibility"
                           web_navigate_to_sent_message:
@@ -17370,6 +17377,13 @@ paths:
                               read messages.
 
                               **Changes**: New in Zulip 5.0 (feature level 105).
+                          allow_private_data_export:
+                            type: boolean
+                            description: |
+                              Whether organization administrators are allowed to
+                              export your private data.
+
+                              **Changes**: New in Zulip 10.0 (feature level 293).
                           email_address_visibility:
                             $ref: "#/components/schemas/EmailAddressVisibility"
                           web_navigate_to_sent_message:
@@ -18672,6 +18686,14 @@ paths:
                     **Changes**: New in Zulip 5.0 (feature level 105).
                   type: boolean
                   example: true
+                allow_private_data_export:
+                  description: |
+                    Whether organization administrators are allowed to
+                    export your private data.
+
+                    **Changes**: New in Zulip 10.0 (feature level 293).
+                  type: boolean
+                  example: true
                 email_address_visibility:
                   description: |
                     The [policy][permission-level] this user has selected for [which other
@@ -18807,6 +18829,8 @@ paths:
                 contentType: application/json
               send_read_receipts:
                 contentType: application/json
+              allow_private_data_export:
+                contentType: application/json
               email_address_visibility:
                 contentType: application/json
               web_navigate_to_sent_message:
diff --git a/zerver/tests/test_realm.py b/zerver/tests/test_realm.py
index 7865771a4a..44223438b8 100644
--- a/zerver/tests/test_realm.py
+++ b/zerver/tests/test_realm.py
@@ -2175,7 +2175,12 @@ class RealmAPITest(ZulipTestCase):
             # duplicate code. default_language is currently present in Realm table also and thus
             # is updated using '/realm' endpoint, but this will be removed in future and the
             # settings in RealmUserDefault table will be used.
-            if prop in ["default_language", "enable_login_emails", "enable_marketing_emails"]:
+            if prop in [
+                "default_language",
+                "enable_login_emails",
+                "enable_marketing_emails",
+                "allow_private_data_export",
+            ]:
                 continue
             if prop in ["dense_mode"]:
                 # Testing this is complicated, see test_update_default_information_density_settings.
diff --git a/zerver/views/user_settings.py b/zerver/views/user_settings.py
index abc7172da1..431e4f6bab 100644
--- a/zerver/views/user_settings.py
+++ b/zerver/views/user_settings.py
@@ -314,6 +314,7 @@ def json_change_settings(
     send_private_typing_notifications: Json[bool] | None = None,
     send_stream_typing_notifications: Json[bool] | None = None,
     send_read_receipts: Json[bool] | None = None,
+    allow_private_data_export: Json[bool] | None = None,
     user_list_style: Annotated[
         Json[int], check_int_in_validator(UserProfile.USER_LIST_STYLE_CHOICES)
     ]