diff --git a/docker-compose.yaml b/docker-compose.yaml
index 91ea364..42e2d67 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -31,9 +31,7 @@ services:
       - -m
       - ayesaac.services.automatic_speech_recognition
     volumes:
-      - type: bind
-        source: ./ayesaac/services/automatic_speech_recognition
-        target: /app/ayesaac/services/automatic_speech_recognition
+      - ./ayesaac/services/automatic_speech_recognition:/app/ayesaac/services/automatic_speech_recognition
 
   camera_manager:
     container_name: camera_manager
@@ -48,9 +46,7 @@ services:
       - -m
       - ayesaac.services.camera_manager.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/camera_manager
-        target: /app/ayesaac/services/camera_manager
+      - ./ayesaac/services/camera_manager:/app/ayesaac/services/camera_manager
 
   colour_detection:
     container_name: colour_detection
@@ -65,9 +61,7 @@ services:
       - -m
       - ayesaac.services.colour_detection.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/colour_detection
-        target: /app/ayesaac/services/colour_detection
+      - ./ayesaac/services/colour_detection:/app/ayesaac/services/colour_detection
 
   external_interface:
     container_name: external_interface
@@ -82,12 +76,8 @@ services:
       - -m
       - ayesaac.services.external_interface
     volumes:
-      - type: bind
-        source: ./ayesaac/services/external_interface
-        target: /app/ayesaac/services/external_interface
-      - type: bind
-        source: ./output
-        target: /app/output
+      - ./ayesaac/services/external_interface:/app/ayesaac/services/external_interface
+      - output_data:/app/output
 
   interpreter:
     container_name: interpreter
@@ -102,9 +92,7 @@ services:
       - -m
       - ayesaac.services.interpreter.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/interpreter
-        target: /app/ayesaac/services/interpreter
+      - ./ayesaac/services/interpreter:/app/ayesaac/services/interpreter
 
   manager:
     container_name: manager
@@ -119,9 +107,7 @@ services:
       - -m
       - ayesaac.services.manager.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/manager
-        target: /app/ayesaac/services/manager
+      - ./ayesaac/services/manager:/app/ayesaac/services/manager
 
   natural_language_generator:
     container_name: natural_language_generator
@@ -136,9 +122,7 @@ services:
       - -m
       - ayesaac.services.natural_language_generator.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/natural_language_generator
-        target: /app/ayesaac/services/natural_language_generator
+      - ./ayesaac/services/natural_language_generator:/app/ayesaac/services/natural_language_generator
 
   natural_language_understanding:
     container_name: natural_language_understanding
@@ -153,9 +137,7 @@ services:
       - -m
       - ayesaac.services.natural_language_understanding.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/natural_language_understanding
-        target: /app/ayesaac/services/natural_language_understanding
+      - ./ayesaac/services/natural_language_understanding:/app/ayesaac/services/natural_language_understanding
 
   object_detection:
     container_name: object_detection
@@ -170,9 +152,7 @@ services:
       - -m
       - ayesaac.services.object_detection.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/object_detection
-        target: /app/ayesaac/services/object_detection
+      - ./ayesaac/services/object_detection:/app/ayesaac/services/object_detection
 
   optical_character_recognition:
     container_name: optical_character_recognition
@@ -187,9 +167,7 @@ services:
       - -m
       - ayesaac.services.optical_character_recognition.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/optical_character_recognition
-        target: /app/ayesaac/services/optical_character_recognition
+      - ./ayesaac/services/optical_character_recognition:/app/ayesaac/services/optical_character_recognition
 
   position_detection:
     container_name: position_detection
@@ -204,9 +182,7 @@ services:
       - -m
       - ayesaac.services.position_detection.main
     volumes:
-      - type: bind
-        source: ./ayesaac/services/position_detection
-        target: /app/ayesaac/services/position_detection
+      - ./ayesaac/services/position_detection:/app/ayesaac/services/position_detection
 
   web:
     container_name: web
@@ -224,6 +200,8 @@ services:
       - run
       - "--host=0.0.0.0"
     volumes:
-      - type: bind
-        source: ./ayesaac/services/web
-        target: /app/ayesaac/services/web
+      - ./ayesaac/services/web:/app/ayesaac/services/web
+      - output_data:/app/output
+
+volumes:
+  output_data: