diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/RedactionServiceSettings.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/RedactionServiceSettings.java
index 3c126fae..46cdf0df 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/RedactionServiceSettings.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/RedactionServiceSettings.java
@@ -34,4 +34,10 @@ public class RedactionServiceSettings {
 
     private boolean annotationMode;
 
+
+    public int getDroolsExecutionTimeoutSecs(int numberOfPages) {
+
+        return (int) Math.max(getDroolsExecutionTimeoutSecs(), getDroolsExecutionTimeoutSecs() * ((float) numberOfPages / 1000));
+    }
+
 }
diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/ComponentDroolsExecutionService.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/ComponentDroolsExecutionService.java
index ba698606..0c967c06 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/ComponentDroolsExecutionService.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/ComponentDroolsExecutionService.java
@@ -99,7 +99,7 @@ public class ComponentDroolsExecutionService {
         });
 
         try {
-            completableFuture.orTimeout(settings.getDroolsExecutionTimeoutSecs(), TimeUnit.SECONDS)
+            completableFuture.orTimeout(settings.getDroolsExecutionTimeoutSecs(document.getNumberOfPages()), TimeUnit.SECONDS)
                     .get();
         } catch (ExecutionException e) {
             logger.error(context, "Exception during rule execution", e);
diff --git a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/EntityDroolsExecutionService.java b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/EntityDroolsExecutionService.java
index ea7d62ec..7451057f 100644
--- a/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/EntityDroolsExecutionService.java
+++ b/redaction-service-v1/redaction-service-server-v1/src/main/java/com/iqser/red/service/redaction/v1/server/service/drools/EntityDroolsExecutionService.java
@@ -139,7 +139,7 @@ public class EntityDroolsExecutionService {
         });
 
         try {
-            completableFuture.orTimeout(settings.getDroolsExecutionTimeoutSecs(), TimeUnit.SECONDS)
+            completableFuture.orTimeout(settings.getDroolsExecutionTimeoutSecs(document.getNumberOfPages()), TimeUnit.SECONDS)
                     .get();
         } catch (ExecutionException e) {
             logger.error(context, "Exception during rule execution", e);