diff --git a/doc/source/internal/apimon_training/notifications.rst b/doc/source/internal/apimon_training/notifications.rst
index 4b01b70..f8e6dac 100644
--- a/doc/source/internal/apimon_training/notifications.rst
+++ b/doc/source/internal/apimon_training/notifications.rst
@@ -13,8 +13,12 @@ Every stream contains topics based on the service type (if represented by
standalone Ansible playbook) and general apimon_endpoint_monitor topic which
contains alerts of GET queries towards all services.
+
+.. image:: training_images/zulip_notifications.png
+
+
If the error has been acknowledged on Alerta, the new notification message for
-repeating error wont get posted again on Zulip.
+repeating error won't get posted again on Zulip.
Notifications contain further details which help to identify root cause faster
and more effectively.
@@ -59,4 +63,3 @@ Th EpMon notification consists of several fields:
-.. image:: training_images/zulip_notifications.png
diff --git a/doc/source/internal/apimon_training/training_images/apimon_data_flow.svg b/doc/source/internal/apimon_training/training_images/apimon_data_flow.svg
index c1b1b7c..a57638b 100644
--- a/doc/source/internal/apimon_training/training_images/apimon_data_flow.svg
+++ b/doc/source/internal/apimon_training/training_images/apimon_data_flow.svg
@@ -1,4 +1,4 @@
-
\ No newline at end of file
+
\ No newline at end of file
diff --git a/doc/source/internal/apimon_training/workflow.rst b/doc/source/internal/apimon_training/workflow.rst
index 1078a6c..3fa1c6d 100644
--- a/doc/source/internal/apimon_training/workflow.rst
+++ b/doc/source/internal/apimon_training/workflow.rst
@@ -7,3 +7,22 @@ ApiMon Flow Process
.. image:: training_images/apimon_data_flow.svg
:target: training_images/apimon_data_flow.svg
:alt: apimon_data_flow
+
+
+#. Service squad adds test scenario to github repository.
+#. Scheduler fetches test scenarios from Github and add them to queue.
+#. Executor plays Ansible test scenario playbooks. Up to 8 parallel threads are enabled
+#. Test scenario which has finished is being removed from the thread and next
+ playbook in the queue is added to the free thread. The previous playbook is
+ added to the queue on the last position.
+#. Test scenario statistics are stored in the Postgresql database.
+#. Metrics from HTTP requests are collected by Statsd.
+#. Collected metrics are stored in time-series database Graphite.
+#. Grafana uses metrics and statistics databases as the data sources for the
+ dashboards. The dashboard with various panels show the real-time status of
+ the platform. Grafana supports also historical views and trends.
+#. Breached thresholds as well as failed test scenarios result in generated
+ alerts on Alerta.
+#. Notifications containing alert details are sent to Zulip
+#. Every test scenario stores it's job output log into Swift object storage for further analysis and investigation.
+