diff --git a/README.md b/README.md
index c579b6f..34eb638 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@
 [![chat](https://img.shields.io/badge/support-slack-01579b)](https://join.slack.com/t/onepanel-ce/shared_invite/zt-eyjnwec0-nLaHhjif9Y~gA05KuX6AUg)
 [![license](https://img.shields.io/github/license/onepanelio/core?color=01579b)](https://opensource.org/licenses/Apache-2.0)
 
-Production scale vision AI platform with fully integrated components for model building, automated labeling, data processing and model training pipelines.
+Production scale vision AI platform with fully integrated modules for model building, automated labeling, data processing, model training and hyperparameter tuning pipelines.
 
 <img width="100%" src="img/onepanel.gif">
 
@@ -32,9 +32,9 @@ Onepanel can be found on [LF AI Landscape](http://landscape.lfai.foundation/sele
 -  Extend Onepanel with powerful REST APIs and SDKs to further automate your workflows.
 
 ## Online demo
-We have created an [online demo environment](https://onepanel.typeform.com/to/kQfDX5Vf?product=github) so that you can quickly try Onepanel.
+We have created an [online demo environment](https://onepanel.typeform.com/to/kQfDX5Vf?product=github) so that you can get a feel for some of Onepanel's features.
 
-**Note:** This is a shared, read only demo environment that is reset every few hours.
+**Note:** This is a shared, read only, demo environment that will be occasionally rebuilt.
 
 ## Quick start
 See [quick start guide](https://docs.onepanel.ai/docs/getting-started/quickstart) to get started with the platform of your choice.
@@ -53,30 +53,19 @@ For help, questions, release announcements and contribution discussions, join us
 
 ## Contributing
 
-Onepanel is modular and consists of the following repositories:
-
-[Backend](https://github.com/onepanelio/core/) (this repository) - Code base for backend (Go)\
-[Frontend](https://github.com/onepanelio/core-ui/) - Code base for frontend (Angular + TypeScript)\
-[CLI](https://github.com/onepanelio/cli/) - Code base for installation and management CLI (Go)\
-[Manifests](https://github.com/onepanelio/manifests/) - Kustomize manifests used by installation and management CLI (YAML)\
-[Python SDK](https://github.com/onepanelio/python-sdk/) - Python SDK code and documentation (Python)\
-[Templates](https://github.com/onepanelio/templates) - Various Workspace, Workflow, Task and Sidecar Templates\
-[Documentation](https://github.com/onepanelio/core-docs/) - The repository for documentation site\
-[API Documentation](https://github.com/onepanelio/core-api-docs/) - API documentation if you choose to use the API directly
-
-See `CONTRIBUTING.md` in each repository for development guidelines. Also, see [contribution guide](https://docs.onepanel.ai/docs/getting-started/contributing) for additional guidelines.
+Onepanel is modular and consists of [multiple repositories](https://docs.onepanel.ai/docs/getting-started/contributing/#project-repositories).
 
+See [contribution guide](https://docs.onepanel.ai/docs/getting-started/contributing) and `CONTRIBUTING.md` in each repository for additional contribution guidelines.
 
 ## Acknowledgments
-Onepanel seamlessly integrates the following excellent open source projects. We are grateful for the support these communities provide and do our best to contribute back as much as possible.
+Onepanel seamlessly integrates the following open source projects under the hood:
 
-[Argo](https://github.com/argoproj/argo)\
-[CVAT](https://github.com/opencv/cvat)\
-[JupyterLab](https://github.com/jupyterlab/jupyterlab)\
-[NNI](https://github.com/microsoft/nni)
+[Argo](https://github.com/argoproj/argo) | [CVAT](https://github.com/opencv/cvat) | [JupyterLab](https://github.com/jupyterlab/jupyterlab) | [NNI](https://github.com/microsoft/nni)
+
+We are grateful for the support these communities provide and do our best to contribute back as much as possible.
 
 ## License
 Onepanel is licensed under [Apache 2.0](https://github.com/onepanelio/core/blob/master/LICENSE).
 
 ## Need a managed solution?
-Visit our [website](https://www.onepanel.io/) for more information about our managed offerings.
+Visit our [website](https://www.onepanel.io/) for more information about our enterprise offering.