diff --git a/docs/architecture.md b/docs/architecture.md
index 44e4038..8fe5ddb 100644
--- a/docs/architecture.md
+++ b/docs/architecture.md
@@ -43,10 +43,10 @@ flowchart TB
         FASTAPI["FastAPI Backend Engine\n(127.0.0.1:8000 Loopback)"]
         SUPERVISOR["Supervisord Process Manager"]
 
-        NGINX -->|/* Static Assets| REACT
-        NGINX -->|/api/* Reverse Proxy| FASTAPI
-        SUPERVISOR -.->|Supervisi Proses| NGINX
-        SUPERVISOR -.->|Supervisi Proses| FASTAPI
+        NGINX -->|"/* Static Assets"| REACT
+        NGINX -->|"/api/* Reverse Proxy"| FASTAPI
+        SUPERVISOR -.->|"Supervisi Proses"| NGINX
+        SUPERVISOR -.->|"Supervisi Proses"| FASTAPI
     end
 
     subgraph PIPELINE_STORAGE ["Single Source of Truth (SSOT) Pipelines"]
@@ -66,18 +66,18 @@ flowchart TB
         OMD["OpenMetadata 2.0 Governance\n(Port 14585)"]
     end
 
-    USER -->|HTTP :14000| NGINX
-    FASTAPI <-->|Read / Write YAML & dbt| LOCAL_MOUNT
-    FASTAPI -.->|Push Commit (GitOps)| GIT_REPO
-    FASTAPI -->|REST API :14080| API_SERVER
-    FASTAPI -->|Introspection & Safe Preview| PG_DB
-    FASTAPI -->|Governance Entity Sync| OMD
+    USER -->|"HTTP :14000"| NGINX
+    FASTAPI <-->|"Read / Write YAML & dbt"| LOCAL_MOUNT
+    FASTAPI -.->|"Push Commit (GitOps)"| GIT_REPO
+    FASTAPI -->|"REST API :14080"| API_SERVER
+    FASTAPI -->|"Introspection & Safe Preview"| PG_DB
+    FASTAPI -->|"Governance Entity Sync"| OMD
 
-    DAG_PROC -->|Poll 30s Hot-Reload| GIT_REPO
-    DAG_PROC <-->|Local Volume Share| LOCAL_MOUNT
-    SCHEDULER -->|Eksekusi Task Ingestion| PG_DB
-    SCHEDULER -->|Parquet / Iceberg Write| S3_STORAGE
-    SCHEDULER -->|OpenLineage Telemetry| OMD
+    DAG_PROC -->|"Poll 30s Hot-Reload"| GIT_REPO
+    DAG_PROC <-->|"Local Volume Share"| LOCAL_MOUNT
+    SCHEDULER -->|"Eksekusi Task Ingestion"| PG_DB
+    SCHEDULER -->|"Parquet / Iceberg Write"| S3_STORAGE
+    SCHEDULER -->|"OpenLineage Telemetry"| OMD
 ```
 
 ---
@@ -105,7 +105,12 @@ graph LR
         S_OMD["omd_service.py\n(OpenMetadata Registrasi)"]
     end
 
-    ROUTERS --> SERVICES
+    R_PIPE --> S_PARSE
+    R_PIPE --> S_DBT
+    R_DISC --> S_GWS
+    R_PREV --> S_DB
+    R_VAL --> S_AIR
+    R_GOV --> S_OMD
 ```
 
 ### Modul-Modul Utama:
diff --git a/docs/panduan_integrasi_existing_airflow.md b/docs/panduan_integrasi_existing_airflow.md
index 966b13d..3470e78 100644
--- a/docs/panduan_integrasi_existing_airflow.md
+++ b/docs/panduan_integrasi_existing_airflow.md
@@ -27,7 +27,7 @@ flowchart LR
         AF_SCHEDULER --- AF_DAG_PROC
     end
 
-    STANDALONE -.->|"Deploy DAG (Git / YAML)"| AIRFLOW_HOST
+    PIPES -.->|"Deploy DAG (Git / YAML)"| AF_DAG_PROC
     API -.->|"Direct Link Out"| AF_WEBSERVER
 ```
 
@@ -219,10 +219,10 @@ flowchart LR
         PG["PostgreSQL MetaDB\n(Port :5432 / Custom)"]
     end
 
-    BE -->|REST API :12082| AF_WEB
-    BE -->|Introspection & Safe Preview| PG
-    BE -->|Storage Connection| S3
-    AF_SCHED -.->|Eksekusi Task Ingestion| S3
+    BE -->|"REST API :12082"| AF_WEB
+    BE -->|"Introspection & Safe Preview"| PG
+    BE -->|"Storage Connection"| S3
+    AF_SCHED -.->|"Eksekusi Task Ingestion"| S3
 ```
 
 ---
diff --git a/docs/user_guide.md b/docs/user_guide.md
index fb6a8a4..c44614f 100644
--- a/docs/user_guide.md
+++ b/docs/user_guide.md
@@ -51,7 +51,12 @@ graph LR
         N_GE["Great Expectations Quality Gate"]
     end
 
-    SOURCES --> SINK --> TRANS
+    N_DB --> N_BRONZE
+    N_GWS --> N_BRONZE
+    N_REST --> N_BRONZE
+    N_BRONZE --> N_SILVER
+    N_SILVER --> N_DBT
+    N_SILVER --> N_GE
 ```
 
 ---