diff --git a/core/src/main/java/google/registry/beam/spec11/Spec11Pipeline.java b/core/src/main/java/google/registry/beam/spec11/Spec11Pipeline.java
index fe40932d6..76f178e7b 100644
--- a/core/src/main/java/google/registry/beam/spec11/Spec11Pipeline.java
+++ b/core/src/main/java/google/registry/beam/spec11/Spec11Pipeline.java
@@ -16,12 +16,14 @@ package google.registry.beam.spec11;
 
 import static com.google.common.base.Preconditions.checkArgument;
 import static google.registry.beam.BeamUtils.getQueryFromFile;
+import static google.registry.persistence.transaction.TransactionManagerFactory.jpaTm;
 
 import com.google.auto.value.AutoValue;
 import com.google.common.collect.ImmutableSet;
 import dagger.Component;
 import dagger.Module;
 import dagger.Provides;
+import google.registry.backup.AppEngineEnvironment;
 import google.registry.beam.common.RegistryJpaIO;
 import google.registry.beam.common.RegistryJpaIO.Read;
 import google.registry.beam.spec11.SafeBrowsingTransforms.EvaluateSafeBrowsingFn;
@@ -30,6 +32,7 @@ import google.registry.model.domain.DomainBase;
 import google.registry.model.reporting.Spec11ThreatMatch;
 import google.registry.model.reporting.Spec11ThreatMatch.ThreatType;
 import google.registry.persistence.PersistenceModule.TransactionIsolationLevel;
+import google.registry.persistence.VKey;
 import google.registry.util.Retrier;
 import google.registry.util.SqlTemplate;
 import google.registry.util.UtilsModule;
@@ -41,6 +44,8 @@ import org.apache.beam.sdk.coders.SerializableCoder;
 import org.apache.beam.sdk.io.TextIO;
 import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO;
 import org.apache.beam.sdk.options.PipelineOptionsFactory;
+import org.apache.beam.sdk.transforms.DoFn;
+import org.apache.beam.sdk.transforms.DoFn.ProcessElement;
 import org.apache.beam.sdk.transforms.GroupByKey;
 import org.apache.beam.sdk.transforms.MapElements;
 import org.apache.beam.sdk.transforms.ParDo;
@@ -113,15 +118,45 @@ public class Spec11Pipeline implements Serializable {
   }
 
   static PCollection<DomainNameInfo> readFromCloudSql(Pipeline pipeline) {
-    Read<Object[], DomainNameInfo> read =
+    Read<Object[], KV<String, String>> read =
         RegistryJpaIO.read(
-            "select d, r.emailAddress from Domain d join Registrar r on"
-                + " d.currentSponsorClientId = r.clientIdentifier where r.type = 'REAL'"
-                + " and d.deletionTime > now()",
+            "select d.repoId, r.emailAddress from Domain d join Registrar r on"
+                + " d.currentSponsorClientId = r.clientIdentifier where r.type = 'REAL' and"
+                + " d.deletionTime > now()",
             false,
             Spec11Pipeline::parseRow);
 
-    return pipeline.apply("Read active domains from Cloud SQL", read);
+    return pipeline
+        .apply("Read active domains from Cloud SQL", read)
+        .apply(
+            "Build DomainNameInfo",
+            ParDo.of(
+                new DoFn<KV<String, String>, DomainNameInfo>() {
+                  @ProcessElement
+                  public void processElement(
+                      @Element KV<String, String> input, OutputReceiver<DomainNameInfo> output) {
+                    try (AppEngineEnvironment allowOfyEntity = new AppEngineEnvironment()) {
+                      DomainBase domainBase =
+                          jpaTm()
+                              .transact(
+                                  () ->
+                                      jpaTm()
+                                          .loadByKey(
+                                              VKey.createSql(DomainBase.class, input.getKey())));
+                      String emailAddress = input.getValue();
+                      if (emailAddress == null) {
+                        emailAddress = "";
+                      }
+                      DomainNameInfo domainNameInfo =
+                          DomainNameInfo.create(
+                              domainBase.getDomainName(),
+                              domainBase.getRepoId(),
+                              domainBase.getCurrentSponsorRegistrarId(),
+                              emailAddress);
+                      output.output(domainNameInfo);
+                    }
+                  }
+                }));
   }
 
   static PCollection<DomainNameInfo> readFromBigQuery(
@@ -142,17 +177,8 @@ public class Spec11Pipeline implements Serializable {
             .withTemplateCompatibility());
   }
 
-  private static DomainNameInfo parseRow(Object[] row) {
-    DomainBase domainBase = (DomainBase) row[0];
-    String emailAddress = (String) row[1];
-    if (emailAddress == null) {
-      emailAddress = "";
-    }
-    return DomainNameInfo.create(
-        domainBase.getDomainName(),
-        domainBase.getRepoId(),
-        domainBase.getCurrentSponsorRegistrarId(),
-        emailAddress);
+  private static KV<String, String> parseRow(Object[] row) {
+    return KV.of((String) row[0], (String) row[1]);
   }
 
   static void saveToSql(