diff --git a/README.md b/README.md
index fee81f2f4c98a2fa3b0ea42155d0b840ffb915fe..5d00caa553ae1eb8e4c770bc7322e5a2b2ef5b6b 100644
--- a/README.md
+++ b/README.md
@@ -1,36 +1,37 @@
 # zema_emc_annotated
 
 [![pipeline status](https://gitlab1.ptb.de/m4d/zema_emc_annotated/badges/main/pipeline.svg)](https://gitlab1.ptb.de/m4d/zema_emc_annotated/-/commits/main)
+[![Documentation Status](https://readthedocs.org/projects/zema-emc-annotated/badge/?version=latest)](https://zema-emc-annotated.readthedocs.io/en/latest/?badge=latest)
 [![coverage report](https://gitlab1.ptb.de/m4d/zema_emc_annotated/badges/main/coverage.svg)](https://gitlab1.ptb.de/m4d/zema_emc_annotated/-/commits/main)
-[![Latest Release](https://gitlab1.ptb.de/m4d/zema_emc_annotated/-/badges/release.svg)](https://gitlab1.ptb.de/m4d/zema_emc_annotated/-/releases)
+[![Latest Release](https://gitlab1.ptb.de/m4d/zema_emc_annotated/-/badges/release.svg)](https://github.com/PTB-M4D/zema_emc_annotated/releases/latest)
 
 This software provides a convenient API to access the annotated ZeMA dataset about 
-remaining useful life of an electro-mechanical cylinder on Zenodo (
-[![DOI 10.5281/zenodo.5185953
-](https://zenodo.org/badge/DOI/10.5281/zenodo.5185953.svg)
-](https://doi.org/10.5281/zenodo.5185953)) The code was written for _Python 3.10_.
+remaining useful life of an electro-mechanical cylinder on Zenodo
+([![DOI
+10.5281/zenodo.5185953](https://zenodo.org/badge/DOI/10.5281/zenodo.5185953.svg)
+](https://doi.org/10.5281/zenodo.5185953)). The code was written for _Python 3.10_.
 
 ## Getting started
 
-The [INSTALL guide](INSTALL.md) assists in installing the required packages.
+The [INSTALL guide](INSTALL.md) assists in installing the required packages. 
+Afterwards please visit our
+[example page](https://zema-emc-annotated.readthedocs.io/en/latest/examples.html).
 
 ## Documentation
 
-To locally build the HTML or pdf documentation first the required dependencies need 
-to be installed into your virtual environment (check the [INSTALL guide](INSTALL.md) 
-first and upon completion execute the following):
+The documentation can be found on
+[ReadTheDocs](https://zema-emc-annotated.readthedocs.io/en/latest/).
 
-```shell
-(venv) $ python -m poetry install --with docs
-(venv) $ sphinx-build docs/ docs/_build
-sphinx-build docs/ docs/_build
-Running Sphinx v5.3.0
-loading pickled environment... done
-[...]
-The HTML pages are in docs/_build.
-```
+## Disclaimer
 
-After that the documentation can be viewed by opening the file
-_docs/\_build/index.html_ in any browser.
+This software is developed at Physikalisch-Technische Bundesanstalt (PTB). The software
+is made available "as is" free of cost. PTB assumes no responsibility whatsoever for
+its use by other parties, and makes no guarantees, expressed or implied, about its
+quality, reliability, safety, suitability or any other characteristic. In no event
+will PTB be liable for any direct, indirect or consequential damage arising in
+connection with the use of this software.
 
-In the near future the documentation will be available on ReadTheDocs.
+## License
+
+pytorch_gum_uncertainty_propagation is distributed under the [MIT
+license](https://github.com/BjoernLudwigPTB/pytorch_gum_uncertainty_propagation/blob/main/LICENSE).