diff --git a/en/ai-sre/automations.mdx b/en/ai-sre/automations.mdx
index 16525a24..644ffa5b 100644
--- a/en/ai-sre/automations.mdx
+++ b/en/ai-sre/automations.mdx
@@ -40,7 +40,7 @@ The page header offers two creation entry points: an outline-style **Create via
     Choose **Start from scratch** to open a blank form and manually fill in the name, task prompt, and triggers. This suits cases where you already know what you want the agent to do and want a fully custom prompt.
   </Step>
   <Step title="From a preset template">
-    Below, a set of **preset template** cards is listed (delivered by the backend per UI language: `zh-CN` for Chinese, `en-US` for English). Common ones include **Weekly Insights**, **Alert Governance**, **On-call Incident Analysis**, and **On-call Load Analysis**. Click any template card to prefill the form with the template's name and task prompt; tweak from there.
+    Below, a set of **preset template** cards is listed (delivered by the backend per UI language: `zh-CN` for Chinese, `en-US` for English). Common ones include **Weekly On-call Review**, **Alert Governance**, **On-call Incident Analysis**, and **On-call Load Analysis**. Click any template card to prefill the form with the template's name and task prompt; tweak from there.
   </Step>
 </Steps>
 
@@ -54,7 +54,7 @@ The configuration form has the following fields:
 
 | Field | Required | Notes |
 |---|---|---|
-| Name | Yes | The rule name, up to 255 characters. Placeholder example: `Weekly on-call insight`. |
+| Name | Yes | The rule name, up to 255 characters. Placeholder example: `Weekly on-call insights`. |
 | Scope | Yes | Use the **scope selector** to choose **Personal** (`team_id=0`) or a **Team** (`team_id>0`). Scope determines both the rule's ownership and edit permissions, and constrains the self-hosted Runners selectable in **Environment** — only account-global Runners and Runners belonging to the same team as the scope are selectable. |
 | Environment | No | Use the **environment picker** to choose the runtime environment: **Auto** (the backend picks the best available environment, the default), **Cloud Sandbox**, or a **self-hosted (BYOC) Runner**. After picking a team scope, a team Runner that does not belong to that scope is cleared automatically. |
 | Task prompt | Yes | Describe the task for AI SRE to perform, written in a rich-text editor. This prompt is exactly what is sent to the agent on each run. Placeholder: `Describe the task for Flashduty AI SRE to perform.` |
diff --git a/en/ai-sre/quickstart.mdx b/en/ai-sre/quickstart.mdx
index 7cda4d48..d82e2ad6 100644
--- a/en/ai-sre/quickstart.mdx
+++ b/en/ai-sre/quickstart.mdx
@@ -34,7 +34,7 @@ For actively investigating an issue, digging deeper, or building up knowledge. G
 
 ### Automations
 
-For work that shouldn't need a human watching it — scheduled inspections, weekly insight reports, alert-noise cleanup. Go to **AI SRE → Automations** and create one from a built-in template (On-call Incident Analysis, Alert Governance, Weekly Insights, and more) or build one from scratch. Each run happens in a hidden session in the background, and the result lands in the run history where you can open the full trail any time. → See [Automations](/en/ai-sre/automations)
+For work that shouldn't need a human watching it — scheduled inspections, weekly insight reports, alert-noise cleanup. Go to **AI SRE → Automations** and create one from a built-in template (On-call Incident Analysis, Alert Governance, Weekly On-call Review, and more) or build one from scratch. Each run happens in a hidden session in the background, and the result lands in the run history where you can open the full trail any time. → See [Automations](/en/ai-sre/automations)
 
 ### IM (@ Mentions + Automatic War Room Diagnosis)
 
diff --git a/en/on-call/channel/integrate-data.mdx b/en/on-call/channel/integrate-data.mdx
index 60699cfd..1b46e148 100644
--- a/en/on-call/channel/integrate-data.mdx
+++ b/en/on-call/channel/integrate-data.mdx
@@ -35,7 +35,7 @@ Integration created within a channel, alerts automatically enter that channel.
     Go to Channel Details → Configuration → Integrations → **Private integration**
   </Step>
   <Step title="Add Integration">
-    Click **Add an integration** and select the alert type (the list also carries vendor cards that ride on another integration — see [Vendors that ride on another integration](#vendors-that-ride-on-another-integration))
+    Click **Add an integration**, select alert type
   </Step>
   <Step title="Configure Push URL">
     Copy the generated **Push URL** to your monitoring platform
@@ -59,7 +59,7 @@ Global integration created in the Integration Center, distributes alerts to diff
     Go to Integration Center → Alert Events → **Add Integration**
   </Step>
   <Step title="Create Integration">
-    Select the alert type (vendor cards that ride on another integration show up here too), set **Management Team** (optional)
+    Select alert type, set **Management Team** (optional)
   </Step>
   <Step title="Configure Push URL">
     Copy the generated **Push URL** to your monitoring platform
@@ -77,6 +77,54 @@ Shared integrations must have at least one routing rule configured, otherwise al
   <img src="https://download.flashcat.cloud/flashduty/doc/en/fd/integration-1.png" alt="Shared Integration" />
 </Frame>
 
+## Browsing and Finding Integrations
+
+The Integration Center groups the alert sources and change events it covers by category, so you can narrow the list with a category chip or search for the system you need.
+
+The add-integration panel has one set of chips per tab, and each tab opens on its own default category:
+
+| Tab | Category chips (in display order) | Default category |
+| :--- | :--- | :--- |
+| Alert Events | Generic, Popular, Cloud providers, Metrics & infrastructure, APM & observability, Event correlation & AIOps, Logs & error tracking, Security, Uptime & status pages, Jobs, delivery & app platforms, Network & hardware | **Popular** |
+| Change Events | Generic, CI/CD & deploy, Source control, Config & feature flags, Infrastructure & platforms | **CI/CD & deploy** |
+
+- Integrations with no registered category are collected under **Uncategorized**; a category with no entries is not shown.
+- By default the panel keeps only **All**, **Generic**, the tab's default category, and the currently selected category; the rest collapse into **More N**, which expands on click.
+- The search box matches across all categories (ignoring the selected chip) by integration name or type, and shows the hits as **Search results**; clearing the search returns you to the category you had selected.
+
+### All integrations catalog
+
+Clicking the **All** chip opens a full-screen catalog:
+
+- The number next to the title is how many integrations the catalog covers, and the search box at the top searches all of them.
+- The category rail on the left lists every category with its entry count; clicking one scrolls the right side to that category (and clears the search).
+- The right side lays out cards by category (logo, name, and a two-line blurb); hovering a card reveals **Add**, which opens the new-integration page for that system.
+
+At the bottom the catalog keeps a "Can't find your system?" fallback area with two ways out: connect it with a generic integration, or request an integration.
+
+### Requesting an Integration
+
+If the system you need is not covered yet, click **Submit a request** in the fallback area to tell us what to support. This entry point is available on Flashduty SaaS only; private deployments do not show it.
+
+| Field | Required | Limit | Notes |
+| :--- | :--- | :--- | :--- |
+| System name | Yes | Up to 100 characters | For example `Checkmk`; a term you searched for in the catalog is prefilled here |
+| Website or docs link | No | Up to 500 characters | Must start with `http://` or `https://` |
+| Notes | No | Up to 2000 characters | Which alerts you want to receive, and how you handle them today |
+| Work email | See notes | Up to 200 characters | Not needed when your account already has an email — we reply to that address; required otherwise |
+
+After you submit, the dialog confirms that the request was received and explains that we will reply by email after review; until the request is supported, you can connect the system with a generic integration.
+
+## Integration Features
+
+Optional configurations for both integration methods, configurable on the integration details page:
+
+| Feature | Description | Dedicated Integration | Shared Integration |
+| :--- | :--- | :---: | :---: |
+| Label Enhancement | Dynamically generate new labels through regex extraction, mapping tables, etc. | ✓ | ✓ |
+| Alert Processing | Configure Pipeline to filter, modify, or drop alerts | ✓ | ✓ |
+| Routing Rules | Distribute alerts to different channels based on conditions | ✗ | ✓ (Required) |
+
 ### Vendors that ride on another integration
 
 Some vendors have no integration type of their own; they ingest through a compatible one. Their cards appear in the selection list above alongside the integration types, and they are searchable too — by vendor name and by common aliases such as `VSPC`, `PDU`, `WUG`, `UPS`, `OCP`, `Azure Sentinel`, and `Bro`.
diff --git a/zh/ai-sre/automations.mdx b/zh/ai-sre/automations.mdx
index eb3eee5c..85ac8dde 100644
--- a/zh/ai-sre/automations.mdx
+++ b/zh/ai-sre/automations.mdx
@@ -40,7 +40,7 @@ sidebarTitle: 自动化
     选择 **从零开始**，进入空白表单，手动填写名称、任务提示词与触发方式。适合你已经清楚要让 Agent 做什么、想完全自定义提示词的场景。
   </Step>
   <Step title="基于预设模板">
-    下方列出一组 **预设模板** 卡片（由后端按界面语言下发，中文环境取 `zh-CN`、英文环境取 `en-US`），常见的有 **每周洞察**、**告警治理**、**故障自动分析**、**On-call 负载分析** 等。点击任一模板卡片，会用模板预置的名称与任务提示词预填表单，你在此基础上微调即可。
+    下方列出一组 **预设模板** 卡片（由后端按界面语言下发，中文环境取 `zh-CN`、英文环境取 `en-US`），常见的有 **值班周报**、**告警治理**、**故障自动分析**、**On-call 负载分析** 等。点击任一模板卡片，会用模板预置的名称与任务提示词预填表单，你在此基础上微调即可。
   </Step>
 </Steps>
 
@@ -54,7 +54,7 @@ sidebarTitle: 自动化
 
 | 字段 | 必填 | 说明 |
 |---|---|---|
-| 名称 | 是 | 规则名称，最长 255 字符。占位示例：`每周洞察`。 |
+| 名称 | 是 | 规则名称，最长 255 字符。占位示例：`每周值班洞察`。 |
 | 范围 | 是 | 通过 **范围选择器** 选 **个人**（`team_id=0`）或某个 **团队**（`team_id>0`）。范围既决定这条规则的归属与编辑权限，也限定 **执行 Environment** 里可选的自托管 Runner——只有账户全局的 Runner，以及与该范围同团队的 Runner 才可选。 |
 | 执行环境 | 否 | 通过 **环境选择器** 选运行环境：**自动**（由后端挑选最优可用环境，默认值）、**云端沙箱**，或某个 **自托管（BYOC）Runner**。选了某个团队范围后，不属于该范围的团队 Runner 会被自动清除。 |
 | 任务提示词 | 是 | 描述要让 AI SRE 执行的任务，用富文本编辑器撰写。这段提示词就是每次运行时发给 Agent 的内容。占位提示：`描述 Flashduty AI SRE 要执行的任务。` |
diff --git a/zh/ai-sre/quickstart.mdx b/zh/ai-sre/quickstart.mdx
index aafa25fb..d83832d4 100644
--- a/zh/ai-sre/quickstart.mdx
+++ b/zh/ai-sre/quickstart.mdx
@@ -34,7 +34,7 @@ AI SRE 没有唯一入口，从你现在所在的场景开始就好：
 
 ### 自动化（Automations）
 
-适合不需要人守着的周期性 / 触发式任务——定时巡检、周报洞察、告警治理。进入 **AI SRE → 自动化**，可从内置模板一键创建（如故障自动分析、告警治理、每周洞察），也可以从零开始自定义任务提示词。它在后台跑一个隐藏会话，结果记录进运行历史，随时可以打开查看完整的调查过程。→ 详见[自动化](/zh/ai-sre/automations)
+适合不需要人守着的周期性 / 触发式任务——定时巡检、周报洞察、告警治理。进入 **AI SRE → 自动化**，可从内置模板一键创建（如故障自动分析、告警治理、值班周报），也可以从零开始自定义任务提示词。它在后台跑一个隐藏会话，结果记录进运行历史，随时可以打开查看完整的调查过程。→ 详见[自动化](/zh/ai-sre/automations)
 
 ### IM（@ 召唤 + 作战室自动诊断）
 
diff --git a/zh/on-call/channel/integrate-data.mdx b/zh/on-call/channel/integrate-data.mdx
index c52aba55..c60b8fd6 100644
--- a/zh/on-call/channel/integrate-data.mdx
+++ b/zh/on-call/channel/integrate-data.mdx
@@ -36,7 +36,7 @@ Flashduty On-call 提供两种告警接入方式：
     进入 协作空间详情 → 配置 → 集成数据 → **专属集成**
   </Step>
   <Step title="添加集成">
-    点击 **新增一个集成**，选择告警类型（列表中还有借用其它集成接入的厂商卡片，见 [借用其它集成接入的厂商](#借用其它集成接入的厂商)）
+    点击 **新增一个集成**，选择告警类型
   </Step>
   <Step title="配置推送地址">
     复制生成的 **推送地址** 到监控平台
@@ -60,7 +60,7 @@ Flashduty On-call 提供两种告警接入方式：
     进入 集成中心 → 告警事件 → **添加集成**
   </Step>
   <Step title="创建集成">
-    选择告警类型（列表中同样有借用其它集成接入的厂商卡片），设置 **管理团队**（可选）
+    选择告警类型，设置 **管理团队**（可选）
   </Step>
   <Step title="配置推送地址">
     复制生成的 **推送地址** 到监控平台
@@ -78,6 +78,54 @@ Flashduty On-call 提供两种告警接入方式：
   <img src="https://download.flashcat.cloud/flashduty/doc/zh/fd/integration-1.png" alt="共享集成" />
 </Frame>
 
+## 浏览与查找集成
+
+集成中心把收录的告警源与变更事件按分类组织，您可以用分类胶囊缩小范围，也可以直接搜索目标系统。
+
+添加集成面板的胶囊按页签分成两套，打开时默认落在各页签的默认分类：
+
+| 页签 | 分类胶囊（按显示顺序） | 默认分类 |
+| :--- | :--- | :--- |
+| 告警事件 | 通用接入、热门、云厂商、指标与基础设施监控、APM 与可观测平台、事件关联与 AIOps、日志与错误追踪、安全、拨测与状态页、任务、交付与应用平台、网络与硬件 | **热门** |
+| 变更事件 | 通用接入、CI/CD 与部署、代码仓库、配置与功能开关、基础设施与平台 | **CI/CD 与部署** |
+
+- 未登记分类的集成统一归入 **未分类**；本身没有条目的分类不会显示。
+- 默认情况下，面板只保留 **全部**、**通用接入**、当前页签的默认分类与当前选中的分类，其余收进 **更多 N**，点击后展开。
+- 搜索框跨全部分类匹配（忽略当前选中的胶囊），按集成名称或集成类型查找，结果以 **搜索结果** 呈现；清空搜索后回到原来选中的分类。
+
+### 全部集成目录
+
+点击 **全部** 胶囊会打开一个全屏集成目录：
+
+- 标题右侧是该目录收录的集成总数，顶部搜索框跨全部集成查找。
+- 左侧分类导航列出每个分类及其条目数，点击即在右侧滚动定位到该分类（同时清空搜索）。
+- 右侧按分类平铺卡片（图标、名称、两行简介），鼠标悬停出现 **添加**，点击进入该系统的新建集成页。
+
+目录底部还有一块「没有找到你要接的系统？」的兜底区，给出两条出路：用通用集成接入，或提交集成需求。
+
+### 提交集成需求
+
+要接入的系统如果还没收录，可以在兜底区点击 **提交需求** 告诉我们需要支持什么。该入口只在 Flashduty SaaS 环境提供，私有化部署不显示。
+
+| 字段 | 必填 | 限制 | 说明 |
+| :--- | :--- | :--- | :--- |
+| 系统名称 | 是 | 最长 100 个字符 | 例如 `Checkmk`；从目录搜索进来的词会带入此栏 |
+| 官网或文档链接 | 否 | 最长 500 个字符 | 需以 `http://` 或 `https://` 开头 |
+| 补充说明 | 否 | 最长 2000 个字符 | 希望接入哪些告警、目前怎么处理这些告警 |
+| 工作邮箱 | 见说明 | 最长 200 个字符 | 账号已绑定邮箱时无需填写，直接用账号邮箱联系您；未绑定时必填 |
+
+提交后弹窗给出「已收到「系统名称」的集成需求」的回执，并说明我们评估后会通过邮箱联系您；在需求被支持之前，可以先用通用集成接入。
+
+## 集成功能
+
+两种集成方式的可选配置，可在集成详情页中配置：
+
+| 功能 | 说明 | 专属集成 | 共享集成 |
+| :--- | :--- | :---: | :---: |
+| 标签增强 | 通过正则提取、映射表等方式动态生成新标签 | ✓ | ✓ |
+| 告警处理 | 配置 Pipeline 对告警进行过滤、修改、丢弃等处理 | ✓ | ✓ |
+| 路由规则 | 按条件将告警分发到不同的协作空间 | ✗ | ✓（必填） |
+
 ### 借用其它集成接入的厂商
 
 有些厂商没有自己的集成类型，而是借用兼容的集成类型接入。它们的卡片与集成类型卡片一起出现在上面的选择列表里，也一起参与搜索：除了厂商名，还可以按常见别名找到，例如 `VSPC`、`PDU`、`WUG`、`UPS`、`OCP`、`Azure Sentinel`、`Bro` 等。