diff --git a/README.md b/README.md
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+++ b/README.md
@@ -20,13 +20,16 @@
 
 ---
 ### ClearML
-#### *Formerly known as Allegro Trains*
-ClearML is a ML/DL development and production suite, it contains three main modules:
+<sup>*Formerly known as Allegro Trains*<sup>
+
+ClearML is a ML/DL development and production suite, it contains FOUR main modules:
 
 - [Experiment Manager](#clearml-experiment-manager) - Automagical experiment tracking, environments and results
-- [ML-Ops](https://github.com/allegroai/clearml-agent) - Automation, Pipelines & Orchestration solution for ML/DL jobs (K8s / Cloud / bare-metal)  
+- [MLOps](https://github.com/allegroai/clearml-agent) - Orchestration, Automation & Pipelines solution for ML/DL jobs (K8s / Cloud / bare-metal)  
 - [Data-Management](https://github.com/allegroai/clearml/blob/master/docs/datasets.md) - Fully differentiable data management & version control solution on top of object-storage 
-  (S3/GS/Azure/NAS)  
+  (S3 / GS / Azure / NAS)  
+-  **NEW**  :fire: [Model-Serving](https://github.com/allegroai/clearml-serving) :tada: - *cloud-ready* Scalable model serving solution! :sparkles: **Deploy new model endpoints in under 5 minutes** :sparkles: <br> :muscle: includes optimized GPU serving support backed by Nvidia-Triton :mechanical_arm: <br> :bar_chart: **with out-of-the-box  Model Monitoring** :scream:
+
   
 
 Instrumenting these components is the **ClearML-server**, see [Self-Hosting](https://clear.ml/docs/latest/docs/deploying_clearml/clearml_server) & [Free tier Hosting](https://app.clear.ml)