diff --git a/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/FlatPostgresCollection.java b/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/FlatPostgresCollection.java
index f78e663c..3fb71934 100644
--- a/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/FlatPostgresCollection.java
+++ b/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/FlatPostgresCollection.java
@@ -1122,9 +1122,7 @@ private void executeUpdate(
       for (Object param : params) {
         ps.setObject(idx++, param);
       }
-      for (Object param : filterParams.getObjectParams().values()) {
-        ps.setObject(idx++, param);
-      }
+      filterParams.bindTo(connection, ps, idx);
       int rowsUpdated = ps.executeUpdate();
       LOGGER.debug("Rows updated: {}", rowsUpdated);
     } catch (SQLException e) {
diff --git a/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/Params.java b/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/Params.java
index e5c2dc36..34caa65b 100644
--- a/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/Params.java
+++ b/document-store/src/main/java/org/hypertrace/core/documentstore/postgres/Params.java
@@ -1,5 +1,9 @@
 package org.hypertrace.core.documentstore.postgres;
 
+import java.sql.Array;
+import java.sql.Connection;
+import java.sql.PreparedStatement;
+import java.sql.SQLException;
 import java.util.HashMap;
 import java.util.Map;
 import lombok.Getter;
@@ -26,6 +30,21 @@ public Map<Integer, Object> getObjectParams() {
     return objectParams;
   }
 
+  public int bindTo(Connection connection, PreparedStatement ps, int startIndex)
+      throws SQLException {
+    int idx = startIndex;
+    for (Object value : objectParams.values()) {
+      if (value instanceof ArrayParam) {
+        ArrayParam arrayParam = (ArrayParam) value;
+        Array sqlArray = connection.createArrayOf(arrayParam.getSqlType(), arrayParam.getValues());
+        ps.setArray(idx++, sqlArray);
+      } else {
+        ps.setObject(idx++, value);
+      }
+    }
+    return idx;
+  }
+
   public static Builder newBuilder() {
     return new Builder();
   }