diff --git a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/Builder.java b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/Builder.java
index cc4ee5a..a259c3a 100644
--- a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/Builder.java
+++ b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/Builder.java
@@ -2,12 +2,15 @@
 
 import com.fluxtion.compiler.Fluxtion;
 import com.fluxtion.compiler.builder.dataflow.DataFlow;
-import com.fluxtion.compiler.builder.dataflow.FlowBuilder;
+import com.fluxtion.runtime.audit.EventLogControlEvent;
+
+import java.io.IOException;
 
 public class Builder {
 
-    public static void main(String[] args) {
-        var dataIngestor =Fluxtion.interpret(c ->{
+    public static void main(String[] args) throws IOException {
+
+        var dataIngest = Fluxtion.interpret(c -> {
             var csvRecordValidator = new CsvRecordValidator();
             var x_Former = new RecordTransformer();
             //outputs
@@ -20,32 +23,42 @@ public static void main(String[] args) {
             var recordFlow = DataFlow.subscribe(String.class);
             recordFlow
                     .map(csvRecordValidator::marshall)
+                    .peek(r -> {
+                        if (!csvRecordValidator.isValidRecord()) {
+                            System.out.println("PUSH bad csv record");
+                            invalidLog.badCsvInput(csvRecordValidator);
+                            stats.badCsvInput(csvRecordValidator);
+                        }
+                    })
+                    .map(CsvRecordValidator::getHouseInputRecord)
                     .map(x_Former::transform)
+                    .peek(r -> {
+                        if (!x_Former.isValidRecord()) {
+                            System.out.println("PUSH bad x-former record");
+                            invalidLog.badHousingRecord(x_Former);
+                            stats.badHousingRecord(x_Former);
+                        }
+                    })
+                    .map(RecordTransformer::getRecord)
                     .push(stats::validHousingRecord)
                     .push(csvWriter::validHousingRecord)
                     .push(binaryWriter::validHousingRecord);
 
-            //invalid flow - csv
-            recordFlow
-                    .filter(csvRecordValidator::isInValidRecord)
-                    .peek(i -> {
-                        invalidLog.badCsvInput(csvRecordValidator);
-                        stats.badCsvInput(csvRecordValidator);
-                    });
+            DataFlow.subscribeToNode(csvRecordValidator);
 
-            //invalid flow - x-former
-            recordFlow
-                    .filter(x_Former::isInValidRecord)
-                    .peek(i -> {
-                        invalidLog.badCsvInput(csvRecordValidator);
-                        stats.badCsvInput(csvRecordValidator);
-                    });
+            c.addEventAudit(EventLogControlEvent.LogLevel.INFO);
         });
 
-        //
-        dataIngestor.init();
-        dataIngestor.onEvent("");
-        dataIngestor.onEvent("");
-        dataIngestor.onEvent("MyString");
+        //Send some data
+        dataIngest.init();
+        dataIngest.setAuditLogLevel(EventLogControlEvent.LogLevel.DEBUG);
+
+        dataIngest.onEvent("");
+        System.out.println();
+
+        dataIngest.onEvent("good");
+        System.out.println();
+
+        dataIngest.onEvent("BAD");
     }
 }
diff --git a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/CsvRecordValidator.java b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/CsvRecordValidator.java
index a1fba05..2863076 100644
--- a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/CsvRecordValidator.java
+++ b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/CsvRecordValidator.java
@@ -4,16 +4,22 @@
 
 public class CsvRecordValidator {
 
-//    @Getter
-    private boolean inValidRecord = false;
+    @Getter
+    private boolean validRecord = false;
+    @Getter
+    private HouseInputRecord houseInputRecord;
 
-    public HouseInputRecord marshall(String inputData) {
-        inValidRecord = inputData == null || inputData.isBlank();
-        System.out.println("CsvRecordValidator::marshall inputData: " + inputData + ", inValidRecord: " + inValidRecord);
-        return inValidRecord ? null: new HouseInputRecord();
+    public CsvRecordValidator marshall(String inputData) {
+        validRecord = inputData != null && !inputData.isBlank();
+        System.out.println("CsvRecordValidator::marshall inputData: " + inputData + ", validRecord: " + validRecord);
+        houseInputRecord = validRecord ? new HouseInputRecord() : null;
+        if(validRecord) {
+            houseInputRecord.setHouseId(inputData);
+        }
+        return this;
     }
 
-    public boolean isInValidRecord() {
-        return inValidRecord;
-    }
+//    public boolean isInValidRecord() {
+//        return inValidRecord;
+//    }
 }
diff --git a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/HouseInputRecord.java b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/HouseInputRecord.java
index 0821219..87f7ba6 100644
--- a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/HouseInputRecord.java
+++ b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/HouseInputRecord.java
@@ -1,4 +1,8 @@
 package com.fluxtion.example.cookbook.dataingestion;
 
+import lombok.Data;
+
+@Data
 public class HouseInputRecord {
+    private String houseId;
 }
diff --git a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/InvalidLog.java b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/InvalidLog.java
index fd6e789..a7b30a7 100644
--- a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/InvalidLog.java
+++ b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/InvalidLog.java
@@ -10,6 +10,6 @@ public void badCsvInput(CsvRecordValidator message){
     }
 
     public void badHousingRecord(RecordTransformer message){
-        System.out.println("InvalidLog::badCsvRecord: ");
+        System.out.println("InvalidLog::badHousingRecord: ");
     }
 }
diff --git a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/ProcessingStats.java b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/ProcessingStats.java
index 4570925..c64cd29 100644
--- a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/ProcessingStats.java
+++ b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/ProcessingStats.java
@@ -8,7 +8,7 @@ public void badCsvInput(CsvRecordValidator message){
     }
 
     public void badHousingRecord(RecordTransformer message){
-        System.out.println("ProcessingStats::badCsvRecord: ");
+        System.out.println("ProcessingStats::badHousingRecord: ");
     }
 
     public void validHousingRecord(HouseInputRecord message){
diff --git a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/RecordTransformer.java b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/RecordTransformer.java
index e7c88a9..f1c2036 100644
--- a/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/RecordTransformer.java
+++ b/cookbook/src/main/java/com/fluxtion/example/cookbook/dataingestion/RecordTransformer.java
@@ -6,11 +6,15 @@ public class RecordTransformer {
 
 
     @Getter
-    private boolean inValidRecord = false;
+    private boolean validRecord = false;
+    @Getter
+    private HouseInputRecord record;
 
-    public HouseInputRecord transform(HouseInputRecord record) {
+    public RecordTransformer transform(HouseInputRecord record) {
         System.out.println("RecordTransformer::transform: " + record);
-        return record;
+        validRecord = !record.getHouseId().equalsIgnoreCase("BAD");
+        this.record = validRecord ? record : null;
+        return this;
     }
 
 }