diff --git a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrDashboardService.java b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrDashboardService.java
index 6c14cb26..381dc6e4 100644
--- a/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrDashboardService.java
+++ b/backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrDashboardService.java
@@ -9,6 +9,7 @@ import org.dromara.aihr.domain.AihrDashboardDto.PipelineSummaryResponse;
 import org.dromara.aihr.domain.AihrDashboardDto.RiskResponse;
 import org.dromara.aihr.domain.AihrDashboardDto.StageResponse;
 import org.dromara.aihr.domain.AihrDashboardDto.TrainingRecordResponse;
+import org.dromara.common.satoken.utils.LoginHelper;
 import org.springframework.dao.DataAccessException;
 import org.springframework.jdbc.core.JdbcTemplate;
 import org.springframework.stereotype.Service;
@@ -80,7 +81,7 @@ public class AihrDashboardService {
         if (!tableExists("aihr_interview_result")) {
             return new InterviewStats(0);
         }
-        return new InterviewStats(count("SELECT COUNT(*) FROM aihr_interview_result WHERE tenant_id = ?", TENANT_ID));
+        return new InterviewStats(count("SELECT COUNT(*) FROM aihr_interview_result WHERE tenant_id = ?", tenantId()));
     }
 
     private List<RiskResponse> risks(PracticeStats practice, KnowledgeStats knowledge, CandidateStats candidate, ModelStats models) {
@@ -113,7 +114,7 @@ public class AihrDashboardService {
                  WHERE tenant_id = ? AND finished_time IS NOT NULL
                  ORDER BY finished_time DESC, id DESC
                  LIMIT 5
-                """, this::trainingRecord, TENANT_ID);
+                """, this::trainingRecord, tenantId());
         } catch (DataAccessException e) {
             return List.of();
         }
@@ -143,7 +144,7 @@ public class AihrDashboardService {
                        SUM(CASE WHEN DATE(finished_time) = CURRENT_DATE THEN 1 ELSE 0 END) today
                   FROM aihr_practice_session
                  WHERE tenant_id = ? AND finished_time IS NOT NULL
-                """, (rs, rowNum) -> new PracticeStats(rs.getInt("total"), rs.getInt("pending_review"), rs.getInt("today")), TENANT_ID);
+                """, (rs, rowNum) -> new PracticeStats(rs.getInt("total"), rs.getInt("pending_review"), rs.getInt("today")), tenantId());
         } catch (DataAccessException e) {
             return new PracticeStats(0, 0, 0);
         }
@@ -154,9 +155,9 @@ public class AihrDashboardService {
             return new KnowledgeStats(0, 0, 0);
         }
         return new KnowledgeStats(
-            count("SELECT COUNT(*) FROM aihr_knowledge_attach WHERE tenant_id = ?", TENANT_ID),
-            count("SELECT COUNT(*) FROM aihr_knowledge_attach WHERE tenant_id = ? AND status = 2", TENANT_ID),
-            count("SELECT COUNT(*) FROM aihr_knowledge_fragment WHERE tenant_id = ?", TENANT_ID)
+            count("SELECT COUNT(*) FROM aihr_knowledge_attach WHERE tenant_id = ?", tenantId()),
+            count("SELECT COUNT(*) FROM aihr_knowledge_attach WHERE tenant_id = ? AND status = 2", tenantId()),
+            count("SELECT COUNT(*) FROM aihr_knowledge_fragment WHERE tenant_id = ?", tenantId())
         );
     }
 
@@ -179,7 +180,7 @@ public class AihrDashboardService {
                 rs.getInt("organized"),
                 rs.getInt("stored"),
                 rs.getInt("today_new")
-            ), TENANT_ID);
+            ), tenantId());
         } catch (DataAccessException e) {
             return new CaseStats(0, 0, 0, 0, 0);
         }
@@ -195,7 +196,7 @@ public class AihrDashboardService {
                        SUM(CASE WHEN status = '待审核' THEN 1 ELSE 0 END) pending
                   FROM aihr_candidate_material
                  WHERE tenant_id = ?
-                """, (rs, rowNum) -> new CandidateStats(rs.getInt("total"), rs.getInt("pending")), TENANT_ID);
+                """, (rs, rowNum) -> new CandidateStats(rs.getInt("total"), rs.getInt("pending")), tenantId());
         } catch (DataAccessException e) {
             return new CandidateStats(0, 0);
         }
@@ -209,7 +210,7 @@ public class AihrDashboardService {
             SELECT COUNT(*)
               FROM aihr_org_snapshot
              WHERE tenant_id = ? AND employment_status = 'active'
-            """, TENANT_ID));
+            """, tenantId()));
     }
 
     private ModelStats modelStats() {
@@ -220,7 +221,7 @@ public class AihrDashboardService {
             SELECT COUNT(*)
               FROM aihr_model_config
              WHERE tenant_id = ? AND category = 'asr' AND enabled = 1
-            """, TENANT_ID) > 0);
+            """, tenantId()) > 0);
     }
 
     private boolean tableExists(String tableName) {
@@ -245,6 +246,11 @@ public class AihrDashboardService {
         }
     }
 
+    private String tenantId() {
+        String tenantId = LoginHelper.getTenantId();
+        return tenantId == null || tenantId.isBlank() ? TENANT_ID : tenantId;
+    }
+
     private static String statusState(String status, int score) {
         if (score > 0 && score < 70) {
             return "danger";
diff --git a/docs/BRD_IMPLEMENTATION_AUDIT.md b/docs/BRD_IMPLEMENTATION_AUDIT.md
index d1d982fc..99656995 100644
--- a/docs/BRD_IMPLEMENTATION_AUDIT.md
+++ b/docs/BRD_IMPLEMENTATION_AUDIT.md
@@ -93,3 +93,4 @@
 - 2026-07-14 候选人关联发布边界核对：生产根站点与 `/h5/` 返回 200，`wygj-aihr.service` active，线上后端仍为上一版 jar；远端管理端主 JS 未包含本批 `入职主体关联/candidate-links`，本批源码已提交但尚未发布。后续发布需按现有备份、静态资源同步、后端重启和浏览器回归流程执行。
 - 2026-07-14 门禁合同复核：`scripts/tests/demo-check-pilot-gates.test.sh` 通过，确认严格预检覆盖批次日期、唯一在职身份、1–2 个项目、每人至少 10 次训练、80% 完训、20 条校准、AI/人工分档一致率、SOP 可用率、满意度和音频/RAG schema；`scripts/tests/pilot-export-contract.test.mjs` 5/5 通过，AIHR 案例/对练定向测试 31/31 通过，`mobile-uni` 类型检查与 49 个单测通过。当前没有新增可安全实现的门禁缺口，剩余阻塞仍是正式组织映射、正式试点数据、视频样片和方言样本等外部输入。
 - 2026-07-14 租户边界复核：AI 面试结果、候选人入职主体关联、候选人补充资料、模型配置和案例记录的查询、写入、组织身份解析均改为使用当前登录租户；无登录上下文时仅保留本地开发默认租户 `000000` 回退。该修复已覆盖案例服务的列表、详情、项目范围、贡献者校验、保存和持久化回读路径，仍需在正式多租户环境做隔离回归。
+- 2026-07-14 仪表盘租户边界复核：管理端首页的面试、训练、知识库、案例、候选资料、组织和模型统计改为按当前登录租户查询；无登录上下文时保留本地开发默认租户回退。尚未把批量知识处理队列和完整 SOP 服务的全部租户调用统一替换，后续继续按数据敏感度分批审查。