diff --git a/config/vdbe_demo/imdb_etl_vdbes.json b/config/vdbe_demo/imdb_etl_vdbes.json
index 3ebeb864..6da5d3dd 100644
--- a/config/vdbe_demo/imdb_etl_vdbes.json
+++ b/config/vdbe_demo/imdb_etl_vdbes.json
@@ -27,6 +27,10 @@
         {
           "name": "aka_title",
           "writable": true
+        },
+        {
+          "name": "ticket_orders_subset",
+          "writable": true
         }
       ],
       "mapped_to": "aurora",
@@ -138,6 +142,10 @@
         {
           "name": "person_info",
           "writable": false
+        },
+        {
+          "name": "ticket_orders_agg",
+          "writable": false
         }
       ],
       "mapped_to": "redshift",
@@ -219,6 +227,12 @@
     },
     {
       "name": "person_info"
+    },
+    {
+      "name": "ticket_orders_subset"
+    },
+    {
+      "name": "ticket_orders_agg"
     }
   ]
 }
diff --git a/experiments/19-demo2/README.md b/experiments/19-demo2/README.md
index 3980128d..61bf6636 100644
--- a/experiments/19-demo2/README.md
+++ b/experiments/19-demo2/README.md
@@ -25,6 +25,13 @@
    external ETL scenario. Make sure to start Redshift and Aurora.
 2. The web interface should be accessible on port 7783.
 
+Use `set_up_etl_blueprint.py` to transition to the blueprint for this scenario.
+
+#### VDBE JDBC connections
+
+- Connection URL: `jdbc:arrow-flight-sql://{VDBE host and port}/?&useEncryption=false`
+- JDBC driver class name: `org.apache.arrow.driver.jdbc.ArrowFlightJdbcDriver`
+
 ## Important files
 
 - `config/system_config_demo_s{1,2,3}.yml`:
diff --git a/experiments/19-demo2/set_up_etl_blueprint.py b/experiments/19-demo2/set_up_etl_blueprint.py
new file mode 100644
index 00000000..4428879a
--- /dev/null
+++ b/experiments/19-demo2/set_up_etl_blueprint.py
@@ -0,0 +1,184 @@
+import asyncio
+import argparse
+import logging
+
+from brad.asset_manager import AssetManager
+from brad.blueprint import Blueprint
+from brad.blueprint.manager import BlueprintManager
+from brad.blueprint.provisioning import Provisioning
+from brad.blueprint.table import Table, Column
+from brad.config.engine import Engine
+from brad.config.file import ConfigFile
+from brad.daemon.transition_orchestrator import TransitionOrchestrator
+from brad.planner.enumeration.blueprint import EnumeratedBlueprint
+from brad.query_rep import QueryRep
+from brad.routing.abstract_policy import FullRoutingPolicy
+from brad.routing.cached import CachedLocationPolicy
+from brad.routing.policy import RoutingPolicy
+from brad.routing.tree_based.forest_policy import ForestPolicy
+from brad.utils import set_up_logging
+
+logger = logging.getLogger(__name__)
+
+
+async def run_transition(
+    config: ConfigFile,
+    blueprint_mgr: BlueprintManager,
+    next_blueprint: Blueprint,
+) -> None:
+    logger.info("Starting the transition...")
+    assert next_blueprint is not None
+    await blueprint_mgr.start_transition(next_blueprint, new_score=None)
+    orchestrator = TransitionOrchestrator(config, blueprint_mgr)
+    logger.info("Running the transition...")
+    await orchestrator.run_prepare_then_transition()
+    logger.info("Running the post-transition clean up...")
+    await orchestrator.run_clean_up_after_transition()
+    logger.info("Done!")
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--system-config-file",
+        type=str,
+        required=True,
+        help="Path to BRAD's system configuration file.",
+    )
+    parser.add_argument(
+        "--physical-config-file",
+        type=str,
+        required=True,
+        help="Path to BRAD's physical configuration file.",
+    )
+    parser.add_argument(
+        "--schema-name",
+        type=str,
+        required=True,
+        help="The name of the schema to drop.",
+    )
+    parser.add_argument("--query-bank-file", type=str)
+    parser.add_argument(
+        "--athena-queries", type=str, help="Comma separated list of indices."
+    )
+    parser.add_argument(
+        "--aurora-queries",
+        type=str,
+        help="Comma separated list of indices.",
+        default="99,56,32,92,91,49,30,83,94,38,87,86,76,37,31,46",
+    )
+    parser.add_argument(
+        "--redshift-queries", type=str, help="Comma separated list of indices."
+    )
+    args = parser.parse_args()
+    set_up_logging(debug_mode=True)
+
+    # 1. Load the config.
+    config = ConfigFile.load_from_new_configs(
+        phys_config=args.physical_config_file, system_config=args.system_config_file
+    )
+
+    # 2. Load the existing blueprint.
+    assets = AssetManager(config)
+    blueprint_mgr = BlueprintManager(config, assets, args.schema_name)
+    blueprint_mgr.load_sync()
+    blueprint = blueprint_mgr.get_blueprint()
+
+    # 3. Load the query bank.
+    queries = []
+    with open(args.query_bank_file, "r", encoding="UTF-8") as file:
+        for line in file:
+            clean = line.strip()
+            if clean.endswith(";"):
+                clean = clean[:-1]
+            queries.append(QueryRep(clean))
+
+    # 4. Create the fixed routing policy.
+    query_map = {}
+    if args.athena_queries is not None:
+        for qidx_str in args.athena_queries.split(","):
+            qidx = int(qidx_str.strip())
+            query_map[queries[qidx]] = Engine.Athena
+    if args.redshift_queries is not None:
+        for qidx_str in args.redshift_queries.split(","):
+            qidx = int(qidx_str.strip())
+            query_map[queries[qidx]] = Engine.Redshift
+    if args.aurora_queries is not None:
+        for qidx_str in args.aurora_queries.split(","):
+            qidx = int(qidx_str.strip())
+            query_map[queries[qidx]] = Engine.Aurora
+    clp = CachedLocationPolicy(query_map)
+
+    # 5. Replace the policy.
+    enum_blueprint = EnumeratedBlueprint(blueprint)
+    definite_policy = asyncio.run(
+        ForestPolicy.from_assets(
+            args.schema_name, RoutingPolicy.ForestTableCardinality, assets
+        )
+    )
+    replaced_policy = FullRoutingPolicy(
+        indefinite_policies=[clp], definite_policy=definite_policy
+    )
+    enum_blueprint.set_routing_policy(replaced_policy)
+
+    # Ensure the provisioning is as expected.
+    enum_blueprint.set_aurora_provisioning(Provisioning("db.t4g.medium", 2))
+    enum_blueprint.set_redshift_provisioning(Provisioning("dc2.large", 2))
+
+    etl_orders_table = Table(
+        "ticket_orders_subset",
+        columns=[
+            Column("id", "INT", is_primary=True),
+            Column("showing_id", "BIGINT", is_primary=False),
+            Column("quantity", "INT", is_primary=False),
+        ],
+        table_dependencies=[],
+        transform_text=None,
+        secondary_indexed_columns=[],
+    )
+    etl_agg_table = Table(
+        "ticket_orders_agg",
+        columns=[
+            Column("showing_id", "BIGINT", is_primary=True),
+            Column("total_quantity", "INT", is_primary=False),
+        ],
+        table_dependencies=[],
+        transform_text=None,
+        secondary_indexed_columns=[],
+    )
+
+    # 5. Add the ETL tables if they do not already exist.
+    try:
+        enum_blueprint.get_table(etl_orders_table.name)
+    except ValueError:
+        print("Adding", etl_orders_table.name, "to the blueprint.")
+        enum_blueprint.add_table(etl_orders_table)
+    try:
+        enum_blueprint.get_table(etl_agg_table.name)
+    except ValueError:
+        print("Adding", etl_agg_table.name, "to the blueprint.")
+        enum_blueprint.add_table(etl_agg_table)
+
+    # 6. Adjust the placement.
+    new_placement = {}
+    aurora_only = ["theatres", "showings", "ticket_orders"]
+    joint = ["aka_title", "movie_info"]
+    for table in blueprint.tables():
+        if table.name in aurora_only:
+            new_placement[table.name] = [Engine.Aurora]
+        elif table.name in joint:
+            new_placement[table.name] = [Engine.Aurora, Engine.Redshift]
+        else:
+            new_placement[table.name] = [Engine.Redshift]
+
+    new_placement[etl_orders_table.name] = [Engine.Aurora]
+    new_placement[etl_agg_table.name] = [Engine.Redshift]
+    enum_blueprint.set_table_locations(new_placement)
+
+    # 6. Transition to the new blueprint.
+    modified_blueprint = enum_blueprint.to_blueprint()
+    asyncio.run(run_transition(config, blueprint_mgr, modified_blueprint))
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/brad/planner/enumeration/blueprint.py b/src/brad/planner/enumeration/blueprint.py
index f166f29d..90897a81 100644
--- a/src/brad/planner/enumeration/blueprint.py
+++ b/src/brad/planner/enumeration/blueprint.py
@@ -2,6 +2,7 @@
 
 from brad.blueprint.blueprint import Blueprint
 from brad.blueprint.provisioning import Provisioning
+from brad.blueprint.table import Table
 from brad.config.engine import Engine
 from brad.routing.abstract_policy import FullRoutingPolicy
 
@@ -51,6 +52,9 @@ def set_routing_policy(
         self._current_routing_policy = routing_policy
         return self
 
+    def add_table(self, table: Table) -> None:
+        self._table_schemas.append(table)
+
     def to_blueprint(self, forced_schema_name: Optional[str] = None) -> Blueprint:
         """
         Makes a copy of this object as a `Blueprint`.