diff --git a/examples/simulation/client/entrypoint b/examples/simulation/client/entrypoint
new file mode 100644
index 000000000..3f660fac1
--- /dev/null
+++ b/examples/simulation/client/entrypoint
@@ -0,0 +1,58 @@
+#!./.simulation/bin/python
+import collections
+import math
+import os
+import random
+
+import fire
+import numpy
+
+from fedn.utils.helpers import get_helper, save_metadata, save_metrics
+
+HELPER_MODULE = 'numpyarrayhelper'
+N_SAMPLES = 1000
+DELAY = 10
+
+
+def init_seed(out_path='seed.npz'):
+    """ Initialize seed model.
+
+    :param out_path: The path to save the seed model to.
+    :type out_path: str
+    """
+    # Init and save
+    model = numpy.ones(size=(1, N_SAMPLES))
+    helper = get_helper(HELPER_MODULE)
+    helper.save(model, out_path)
+
+
+def train(in_model_path, out_model_path):
+    """ Train model.
+
+    :param in_model_path: The path to the input model.
+    :type in_model_path: str
+    :param out_model_path: The path to save the output model to.
+    :type out_model_path: str
+    """
+
+    model = numpy.ones(size=(1, N_SAMPLES))
+    time.sleep(DELAY+DELAY*random.random())
+
+    # Metadata needed for aggregation server side
+    metadata = {
+        'num_examples': N_SAMPLES,
+    }
+
+    # Save JSON metadata file
+    save_metadata(metadata, out_model_path)
+
+    # Save model update
+    helper = get_helper(HELPER_MODULE)
+    helper.save(model, out_model_path)
+
+
+if __name__ == '__main__':
+    fire.Fire({
+        'init_seed': init_seed,
+        'train': train,
+    })
diff --git a/examples/simulation/client/fedn.yaml b/examples/simulation/client/fedn.yaml
new file mode 100644
index 000000000..29c475270
--- /dev/null
+++ b/examples/simulation/client/fedn.yaml
@@ -0,0 +1,5 @@
+entry_points:
+  train:
+    command: /venv/bin/python entrypoint train $ENTRYPOINT_OPTS
+  validate:
+    command: /venv/bin/python entrypoint validate $ENTRYPOINT_OPTS
\ No newline at end of file
diff --git a/examples/simulation/run_clients.py b/examples/simulation/run_clients.py
new file mode 100644
index 000000000..42fc5dc7c
--- /dev/null
+++ b/examples/simulation/run_clients.py
@@ -0,0 +1,16 @@
+#!./.simulation/bin/python
+import os
+
+from fedn.network.clients import Client
+
+API_SERVER = 'localhost:8092'
+
+
+config = {'remote_compute_context': False,
+          'validator': False,
+          'trainer': True,
+          'init': 'client.yaml',
+          }
+
+client = Client(config)
+client.run()