diff --git a/examples/isthmus-api/src/main/java/io/substrait/examples/ToOptimizedSql.java b/examples/isthmus-api/src/main/java/io/substrait/examples/ToOptimizedSql.java
index ce9215081..9500262c5 100644
--- a/examples/isthmus-api/src/main/java/io/substrait/examples/ToOptimizedSql.java
+++ b/examples/isthmus-api/src/main/java/io/substrait/examples/ToOptimizedSql.java
@@ -3,99 +3,70 @@
 import io.substrait.examples.IsthmusAppExamples.Action;
 import io.substrait.isthmus.ConverterProvider;
 import io.substrait.isthmus.SubstraitToCalcite;
-import io.substrait.isthmus.SubstraitToSql;
 import io.substrait.plan.Plan;
-import io.substrait.plan.Plan.Root;
 import io.substrait.plan.ProtoPlanConverter;
 import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Paths;
 import java.util.List;
-import org.apache.calcite.plan.RelOptPlanner;
 import org.apache.calcite.plan.RelOptRule;
 import org.apache.calcite.plan.hep.HepMatchOrder;
 import org.apache.calcite.plan.hep.HepPlanner;
 import org.apache.calcite.plan.hep.HepProgramBuilder;
 import org.apache.calcite.rel.RelRoot;
+import org.apache.calcite.rel.rel2sql.RelToSqlConverter;
 import org.apache.calcite.rel.rules.CoreRules;
 import org.apache.calcite.sql.SqlDialect;
 
 /**
  * Substrait to SQL conversions using Calcite Optimization.
  *
- * <p>This example follows the same structure as the "ToSql" example but shows how the
- * ConverterProvider can be subclassed to update the Calcite configuration.
- *
- * <p>This shows how the HepPlanner can be used to optimize the plan before it's conversion to SQL.
+ * <p>This example shows how to convert a Substrait plan to an optimized SQL string. Isthmus handles
+ * the Substrait-to-Calcite conversion, after which optimization and SQL generation are standard
+ * Calcite operations performed by the caller.
  */
 public class ToOptimizedSql implements Action {
 
-  /**
-   * Custom ConverterProvider.
-   *
-   * <p>Specifically overrides the SubstraitToCalcite to allow the plan to be optimised
-   */
-  static final class OptimizingConverterProvider extends ConverterProvider {
-
-    /**
-     * Set of Calcite rules to use.
-     *
-     * <p>Can be configured as you wish.
-     *
-     * @return List of rules
-     */
-    public static List<RelOptRule> simplificationRules() {
-      return List.of(CoreRules.FILTER_INTO_JOIN, CoreRules.FILTER_PROJECT_TRANSPOSE);
-    }
-
-    /** Returns a subclass of the SubstraitToCalcite class. */
-    @Override
-    protected SubstraitToCalcite getSubstraitToCalcite() {
-
-      return new SubstraitToCalcite(this) {
-
-        @Override
-        public RelRoot convert(Root root) {
-          final HepProgramBuilder programBuilder = new HepProgramBuilder();
-          programBuilder
-              .addMatchOrder(HepMatchOrder.BOTTOM_UP)
-              .addRuleCollection(simplificationRules());
-
-          final RelOptPlanner hepPlanner = new HepPlanner(programBuilder.build());
-          // convert the Substrait to the Calcite relation tree
-          final RelRoot convertedRoot = super.convert(root);
-          hepPlanner.setRoot(convertedRoot.project());
-
-          // and then call the optimizer and return the result
-          return convertedRoot.withRel(hepPlanner.findBestExp());
-        }
-      };
-    }
-  }
+  private static final List<RelOptRule> SIMPLIFICATION_RULES =
+      List.of(CoreRules.FILTER_INTO_JOIN, CoreRules.FILTER_PROJECT_TRANSPOSE);
 
   @Override
   public void run(String[] args) {
-
     try {
-
-      // Load the protobuf binary file into a Substrait Plan POJO
       System.out.println("Reading from " + args[0]);
       final byte[] buffer = Files.readAllBytes(Paths.get(args[0]));
 
       final io.substrait.proto.Plan proto = io.substrait.proto.Plan.parseFrom(buffer);
-      final ProtoPlanConverter protoToPlan = new ProtoPlanConverter();
-      final Plan substraitPlan = protoToPlan.from(proto);
+      final Plan substraitPlan = new ProtoPlanConverter().from(proto);
 
-      // Determine which SQL Dialect we want the converted queries to be in
-      final SqlDialect sqlDialect = SqlDialect.DatabaseProduct.MYSQL.getDialect();
-
-      // Use a custom ConverterProvider
-      final SubstraitToSql substraitToSql = new SubstraitToSql(new OptimizingConverterProvider());
-
-      // Convert each of the Substrait plan roots to SQL
-      substraitToSql.convert(substraitPlan, sqlDialect).stream()
-          .forEachOrdered(System.out::println);
+      // Configure Isthmus Utilities
+      final SubstraitToCalcite substraitToCalcite = new SubstraitToCalcite(new ConverterProvider());
 
+      // Configure Calcite Utilities
+      final SqlDialect sqlDialect = SqlDialect.DatabaseProduct.MYSQL.getDialect();
+      final RelToSqlConverter relToSql = new RelToSqlConverter(sqlDialect);
+      final HepProgramBuilder programBuilder = new HepProgramBuilder();
+      programBuilder.addMatchOrder(HepMatchOrder.BOTTOM_UP).addRuleCollection(SIMPLIFICATION_RULES);
+      final HepPlanner planner = new HepPlanner(programBuilder.build());
+
+      // Convert Substrait to SQL
+      for (Plan.Root root : substraitPlan.getRoots()) {
+        // Convert Substrait Plan Root to Calcite RelRoot
+        final RelRoot relRoot = substraitToCalcite.convert(root);
+
+        // Optimize Calcite RelRoot using HepPlanner
+        planner.setRoot(relRoot.project());
+        final RelRoot optimized = relRoot.withRel(planner.findBestExp());
+
+        // Generate SQL using Calcite RelToSqlConverter
+        final String sql =
+            relToSql
+                .visitRoot(optimized.project(true))
+                .asStatement()
+                .toSqlString(sqlDialect)
+                .getSql();
+        System.out.println(sql);
+      }
     } catch (IOException e) {
       e.printStackTrace();
     }