diff --git a/apps/accounts/automations/gather_account/filter.py b/apps/accounts/automations/gather_account/filter.py
index a12b78586..bc87a7511 100644
--- a/apps/accounts/automations/gather_account/filter.py
+++ b/apps/accounts/automations/gather_account/filter.py
@@ -13,6 +13,7 @@ def parse_date(date_str, default=None):
     formats = [
         '%Y/%m/%d %H:%M:%S',
         '%Y-%m-%dT%H:%M:%S',
+        '%Y-%m-%d %H:%M:%S',
         '%d-%m-%Y %H:%M:%S',
         '%Y/%m/%d',
         '%d-%m-%Y',
@@ -26,7 +27,6 @@ def parse_date(date_str, default=None):
     return default
 
 
-# TODO 后期会挪到 playbook 中
 class GatherAccountsFilter:
     def __init__(self, tp):
         self.tp = tp
@@ -208,14 +208,35 @@ class GatherAccountsFilter:
                     key, value = parts
                     user_info[key.strip()] = value.strip()
             detail = {'groups': user_info.get('Global Group memberships', ''), }
-            user = {
-                'username': user_info.get('User name', ''),
-                'date_password_change': parse_date(user_info.get('Password last set', '')),
-                'date_password_expired': parse_date(user_info.get('Password expires', '')),
-                'date_last_login': parse_date(user_info.get('Last logon', '')),
+
+            username = user_info.get('User name')
+            if not username:
+                continue
+
+            result[username] = {
+                'username': username,
+                'date_password_change': parse_date(user_info.get('Password last set')),
+                'date_password_expired': parse_date(user_info.get('Password expires')),
+                'date_last_login': parse_date(user_info.get('Last logon')),
+                'groups': detail,
+            }
+        return result
+
+    @staticmethod
+    def windows_ad_filter(info):
+        result = {}
+        for user_info in info['user_details']:
+            detail = {'groups': user_info.get('GlobalGroupMemberships', ''), }
+            username = user_info.get('SamAccountName')
+            if not username:
+                continue
+            result[username] = {
+                'username': username,
+                'date_password_change': parse_date(user_info.get('PasswordLastSet')),
+                'date_password_expired': parse_date(user_info.get('PasswordExpires')),
+                'date_last_login': parse_date(user_info.get('LastLogonDate')),
                 'groups': detail,
             }
-            result[user['username']] = user
         return result
 
     @staticmethod
diff --git a/apps/accounts/automations/gather_account/host/windows/manifest.yml b/apps/accounts/automations/gather_account/host/windows/manifest.yml
index 1d771d0fd..6cfd67a33 100644
--- a/apps/accounts/automations/gather_account/host/windows/manifest.yml
+++ b/apps/accounts/automations/gather_account/host/windows/manifest.yml
@@ -4,10 +4,10 @@ version: 1
 method: gather_accounts
 category:
   - host
-  - ds
+
 type:
   - windows
-  - windows_ad
+
 
 i18n:
   Windows account gather:
diff --git a/apps/accounts/automations/gather_account/host/windows_ad/main.yml b/apps/accounts/automations/gather_account/host/windows_ad/main.yml
new file mode 100644
index 000000000..b1d57624e
--- /dev/null
+++ b/apps/accounts/automations/gather_account/host/windows_ad/main.yml
@@ -0,0 +1,74 @@
+- hosts: demo
+  gather_facts: no
+  tasks:
+    - name: Import ActiveDirectory module
+      win_shell: Import-Module ActiveDirectory
+      args:
+        warn: false
+
+    - name: Get the SamAccountName list of all AD users
+      win_shell: |
+        Import-Module ActiveDirectory
+        Get-ADUser -Filter * | Select-Object -ExpandProperty SamAccountName
+      register: ad_user_list
+
+    - name: Set the all_users variable
+      set_fact:
+        all_users: "{{ ad_user_list.stdout_lines }}"
+
+    - name: Get detailed information for each user
+      win_shell: |
+        Import-Module ActiveDirectory
+    
+        $user = Get-ADUser -Identity {{ item }} -Properties Name, SamAccountName, Enabled, LastLogonDate, PasswordLastSet, msDS-UserPasswordExpiryTimeComputed, MemberOf
+    
+        $globalGroups = @()
+        if ($user.MemberOf) {
+          $globalGroups = $user.MemberOf | ForEach-Object {
+            try {
+              $group = Get-ADGroup $_ -ErrorAction Stop
+              if ($group.GroupScope -eq 'Global') { $group.Name }
+            } catch {
+            }
+          }
+        }
+    
+        $passwordExpiry = $null
+        $expiryRaw = $user.'msDS-UserPasswordExpiryTimeComputed'
+        if ($expiryRaw) {
+          try {
+            $passwordExpiry = [datetime]::FromFileTime($expiryRaw)
+          } catch {
+            $passwordExpiry = $null
+          }
+        }
+    
+        $output = [PSCustomObject]@{
+          Name                    = $user.Name
+          SamAccountName          = $user.SamAccountName
+          Enabled                 = $user.Enabled
+          LastLogonDate           = if ($user.LastLogonDate) { $user.LastLogonDate.ToString("yyyy-MM-dd HH:mm:ss") } else { $null }
+          PasswordLastSet         = if ($user.PasswordLastSet) { $user.PasswordLastSet.ToString("yyyy-MM-dd HH:mm:ss") } else { $null }
+          PasswordExpires         = if ($passwordExpiry) { $passwordExpiry.ToString("yyyy-MM-dd HH:mm:ss") } else { $null }
+          GlobalGroupMemberships  = $globalGroups
+        }
+    
+        $output | ConvertTo-Json -Depth 3
+      loop: "{{ all_users }}"
+      register: ad_user_details
+      ignore_errors: yes
+
+
+    - set_fact:
+        info:
+          user_details: >-
+            {{
+              ad_user_details.results
+              | selectattr('rc', 'equalto', 0)
+              | map(attribute='stdout')
+              | select('truthy')
+              | map('from_json')
+            }}
+
+    - debug:
+        var: info
\ No newline at end of file
diff --git a/apps/accounts/automations/gather_account/host/windows_ad/manifest.yml b/apps/accounts/automations/gather_account/host/windows_ad/manifest.yml
new file mode 100644
index 000000000..2dbaddeb0
--- /dev/null
+++ b/apps/accounts/automations/gather_account/host/windows_ad/manifest.yml
@@ -0,0 +1,15 @@
+id: gather_accounts_windows_ad
+name: "{{ 'Windows account gather' | trans }}"
+version: 1
+method: gather_accounts
+category:
+  - ds
+
+type:
+  - windows_ad
+
+i18n:
+  Windows account gather:
+    zh: 使用命令 Get-ADUser 收集 Windows 账号
+    ja: コマンド Get-ADUser を使用して Windows アカウントを収集する
+    en: Using command Get-ADUser to gather accounts
diff --git a/apps/accounts/automations/gather_account/manager.py b/apps/accounts/automations/gather_account/manager.py
index f6af0d4d9..de677fa6d 100644
--- a/apps/accounts/automations/gather_account/manager.py
+++ b/apps/accounts/automations/gather_account/manager.py
@@ -1,6 +1,6 @@
+import time
 from collections import defaultdict
 
-import time
 from django.utils import timezone
 
 from accounts.const import AutomationTypes
@@ -222,6 +222,7 @@ class GatherAccountsManager(AccountBasePlaybookManager):
     def _collect_asset_account_info(self, asset, info):
         result = self._filter_success_result(asset.type, info)
         accounts = []
+
         for username, info in result.items():
             self.asset_usernames_mapper[str(asset.id)].add(username)
 
diff --git a/apps/assets/migrations/0016_auto_20250331_1149.bak b/apps/assets/migrations/0016_auto_20250331_1149.bak
deleted file mode 100644
index 3b135e3ab..000000000
--- a/apps/assets/migrations/0016_auto_20250331_1149.bak
+++ /dev/null
@@ -1,64 +0,0 @@
-# Generated by Django 4.1.13 on 2025-03-31 02:49
-
-import json
-
-import django
-from django.db import migrations, models
-
-from assets.const.types import AllTypes
-
-
-class Migration(migrations.Migration):
-    dependencies = [
-        ("assets", "0015_automationexecution_type"),
-    ]
-
-    operations = [
-        migrations.RunPython(add_ad_host_type),
-        migrations.CreateModel(
-            name="DS",
-            fields=[
-                (
-                    "asset_ptr",
-                    models.OneToOneField(
-                        auto_created=True,
-                        on_delete=django.db.models.deletion.CASCADE,
-                        parent_link=True,
-                        primary_key=True,
-                        serialize=False,
-                        to="assets.asset",
-                    ),
-                ),
-                (
-                    "domain_name",
-                    models.CharField(
-                        blank=True,
-                        default="",
-                        max_length=128,
-                        verbose_name="Domain name",
-                    ),
-                ),
-            ],
-            options={
-                "verbose_name": "Active Directory",
-            },
-            bases=("assets.asset",),
-        ),
-        migrations.AddField(
-            model_name="platform",
-            name="ds",
-            field=models.ForeignKey(
-                blank=True,
-                null=True,
-                on_delete=django.db.models.deletion.SET_NULL,
-                related_name="ad_platforms",
-                to="assets.ds",
-                verbose_name="Active Directory",
-            ),
-        ),
-        migrations.AddField(
-            model_name="platform",
-            name="ds_enabled",
-            field=models.BooleanField(default=False, verbose_name="DS enabled"),
-        ),
-    ]
diff --git a/apps/assets/migrations/0017_auto_20250407_1124.py b/apps/assets/migrations/0017_auto_20250407_1124.py
index 756b7af76..b25cee40d 100644
--- a/apps/assets/migrations/0017_auto_20250407_1124.py
+++ b/apps/assets/migrations/0017_auto_20250407_1124.py
@@ -48,7 +48,7 @@ def add_ds_platforms(apps, schema_editor):
 
             },
             "gather_accounts_enabled": true,
-            "gather_accounts_method": "gather_accounts_windows",
+            "gather_accounts_method": "gather_accounts_windows_ad",
             "gather_accounts_params": {
 
             },
diff --git a/apps/ops/ansible/inventory.py b/apps/ops/ansible/inventory.py
index 38627419e..f165a31d5 100644
--- a/apps/ops/ansible/inventory.py
+++ b/apps/ops/ansible/inventory.py
@@ -2,6 +2,7 @@
 import json
 import os
 import re
+import sys
 from collections import defaultdict
 
 import sys
@@ -194,6 +195,7 @@ class JMSInventory:
         secret_info = {k: v for k, v in asset.secret_info.items() if v}
         host = {
             'name': name,
+            'local_python_interpreter': sys.executable,
             'jms_asset': {
                 'id': str(asset.id), 'name': asset.name, 'address': asset.address,
                 'type': tp, 'category': category,