diff --git a/README.md b/README.md
index d882f91e35..b671a69414 100644
--- a/README.md
+++ b/README.md
@@ -7,6 +7,12 @@
**Optical Character Recognition made seamless & accessible to anyone, powered by PyTorch**
+## Project responsibility
+
+**docTR** was originally created by [Mindee](https://mindee.com). It is now actively developed and maintained by [t2k GmbH](https://www.text2knowledge.de/de).
+
+[](https://www.text2knowledge.de/de)
+
What you can expect from this repository:
- efficient ways to parse textual information (localize and identify each word) from your documents
@@ -147,16 +153,6 @@ for class_name in predictions.keys():
The KIE predictor results per page are in a dictionary format with each key representing a class name and it's value are the predictions for that class.
-### docTR has received support from Mindee. It is now actively being developed by [t2k GmbH](https://www.text2knowledge.de/de)
-
-[](https://www.text2knowledge.de/de/portfolio/doctr-on-prem-ocr)
-
-
-This project is supported by [t2k GmbH](https://www.text2knowledge.de/de),
-
-
-
-
## Installation
### Prerequisites
@@ -365,6 +361,22 @@ If you wish to cite this project, feel free to use this [BibTeX](http://www.bibt
}
```
+## Custom Development and Support
+
+[t2k GmbH](https://www.text2knowledge.de/de) offers professional services around docTR : whether you are building a product or contributing to the open-source project.
+
+### For organizations
+
+Interested in docTR and want to develop, implement, or ship your own solution? t2k can help with:
+
+- **Custom OCR development** : individual detection, recognition, and pipeline work built on docTR
+- **Project implementation** : turning your ideas into production-ready docTR integrations
+- **Technical consulting** : architecture, deployment, and integration guidance
+- **Ongoing development** : feature extensions and implementation support tailored to your use case
+- **Workshops & advisory** : verbal consulting, hands-on sessions, and recommendations for working with docTR
+
+Contact [info@text2knowledge.de](mailto:info@text2knowledge.de) or visit our [home page](https://www.text2knowledge.de) to discuss your project.
+
## Contributing
If you scrolled down to this section, you most likely appreciate open source. Do you feel like extending the range of our supported characters? Or perhaps submitting a paper implementation? Or contributing in any other way?
diff --git a/docs/images/doctr-need-help.png b/docs/images/doctr-need-help.png
index 52cf60c02a..415d0b0b27 100644
Binary files a/docs/images/doctr-need-help.png and b/docs/images/doctr-need-help.png differ