diff --git a/admin_manual/ai/index.rst b/admin_manual/ai/index.rst
index 67e1eba24..31519cde4 100644
--- a/admin_manual/ai/index.rst
+++ b/admin_manual/ai/index.rst
@@ -11,27 +11,27 @@ Overview of AI features
 .. csv-table::
    :header: "Feature","App","Rating","Open source","Freely available model","Freely available training data","Privacy: Keeps data on premises"
 
-   "Smart inbox","`Mail <https://apps.nextcloud.com/apps/mail>`_","Green 🟢","✅","✅","✅","✅"
-   "Image object recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green 🟢","✅","✅","✅","✅"
-   "Image face recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green 🟢","✅","✅","✅","✅"
-   "Video action recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green 🟢","✅","✅","✅","✅"
-   "Audio music genre recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green 🟢","✅","✅","✅","✅"
-   "Suspicious login detection","`Suspicious Login <https://apps.nextcloud.com/apps/suspicious_login>`_","Green 🟢","✅","✅","✅","✅"
-   "Related resources","`Related Resources <https://apps.nextcloud.com/apps/related_resources>`_","Green 🟢","✅","✅","✅","✅"
-   "Recommended files","recommended_files","Green 🟢","✅","✅","✅","✅"
-   "Machine translation","`Translate <https://apps.nextcloud.com/apps/translate>`_","Green 🟢","✅","✅ - Opus models by University Helsinki","✅","✅"
-   "","`LibreTranslate integration <https://apps.nextcloud.com/apps/integration_libretranslate>`_","Green 🟢","✅","✅ - OpenNMT models","✅","✅"
-   "","`DeepL integration <https://apps.nextcloud.com/apps/integration_deepl>`_","Red 🔴","❌","❌","❌","❌"
-   "","`OpenAI and LocalAI integration (via OpenAI API) <https://apps.nextcloud.com/apps/integration_openai>`_","Red 🔴","❌","❌","❌","❌"
-   "","`OpenAI and LocalAI integration (via LocalAI) <https://apps.nextcloud.com/apps/integration_openai>`_","Green 🟢","✅","✅","✅","✅"
-   "Speech-To-Text","`Whisper Speech-To-Text <https://apps.nextcloud.com/apps/stt_whisper>`_","Yellow 🟡","✅","✅ - Whisper models by OpenAI","❌","✅"
-   "","`OpenAI and LocalAI integration <https://apps.nextcloud.com/apps/integration_openai>`_","Yellow 🟡","✅","✅ - Whisper models by OpenAI","❌","❌"
-   "","`Replicate integration <https://apps.nextcloud.com/apps/integration_replicate>`_","Yellow 🟡","✅","✅ - Whisper models by OpenAI","❌","❌"
-   "Image generation","`OpenAI and LocalAI integration (via OpenAI API) <https://apps.nextcloud.com/apps/integration_openai>`_","Red 🔴","❌","❌","❌","❌"
-   "","`OpenAI and LocalAI integration (via LocalAI) <https://apps.nextcloud.com/apps/integration_openai>`_","Yellow 🟡","✅","✅ - StableDiffusion models by StabilityAI","❌","✅"
-   "","`Replicate integration <https://apps.nextcloud.com/apps/integration_replicate>`_","Yellow 🟡","✅","✅ - StableDiffusion models by StabilityAI","❌","❌"
-   "Text generation","`OpenAI and LocalAI integration (via OpenAI API) <https://apps.nextcloud.com/apps/integration_openai>`_","Red 🔴","❌","❌","❌","❌"
-   "","`OpenAI and LocalAI integration (via LocalAI) <https://apps.nextcloud.com/apps/integration_openai>`_","Green 🟢","✅","✅","✅","✅"
+   "Smart inbox","`Mail <https://apps.nextcloud.com/apps/mail>`_","Green","Yes","Yes","Yes","Yes"
+   "Image object recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green","Yes","Yes","Yes","Yes"
+   "Image face recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green","Yes","Yes","Yes","Yes"
+   "Video action recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green","Yes","Yes","Yes","Yes"
+   "Audio music genre recognition","`Recognize <https://apps.nextcloud.com/apps/recognize>`_","Green","Yes","Yes","Yes","Yes"
+   "Suspicious login detection","`Suspicious Login <https://apps.nextcloud.com/apps/suspicious_login>`_","Green","Yes","Yes","Yes","Yes"
+   "Related resources","`Related Resources <https://apps.nextcloud.com/apps/related_resources>`_","Green","Yes","Yes","Yes","Yes"
+   "Recommended files","recommended_files","Green","Yes","Yes","Yes","Yes"
+   "Machine translation","`Translate <https://apps.nextcloud.com/apps/translate>`_","Green","Yes","Yes - Opus models by University Helsinki","Yes","Yes"
+   "","`LibreTranslate integration <https://apps.nextcloud.com/apps/integration_libretranslate>`_","Green","Yes","Yes - OpenNMT models","Yes","Yes"
+   "","`DeepL integration <https://apps.nextcloud.com/apps/integration_deepl>`_","Red","No","No","No","No"
+   "","`OpenAI and LocalAI integration (via OpenAI API) <https://apps.nextcloud.com/apps/integration_openai>`_","Red","No","No","No","No"
+   "","`OpenAI and LocalAI integration (via LocalAI) <https://apps.nextcloud.com/apps/integration_openai>`_","Green","Yes","Yes","Yes","Yes"
+   "Speech-To-Text","`Whisper Speech-To-Text <https://apps.nextcloud.com/apps/stt_whisper>`_","Yellow","Yes","Yes - Whisper models by OpenAI","No","Yes"
+   "","`OpenAI and LocalAI integration <https://apps.nextcloud.com/apps/integration_openai>`_","Yellow","Yes","Yes - Whisper models by OpenAI","No","No"
+   "","`Replicate integration <https://apps.nextcloud.com/apps/integration_replicate>`_","Yellow","Yes","Yes - Whisper models by OpenAI","No","No"
+   "Image generation","`OpenAI and LocalAI integration (via OpenAI API) <https://apps.nextcloud.com/apps/integration_openai>`_","Red","No","No","No","No"
+   "","`OpenAI and LocalAI integration (via LocalAI) <https://apps.nextcloud.com/apps/integration_openai>`_","Yellow","Yes","Yes - StableDiffusion models by StabilityAI","No","Yes"
+   "","`Replicate integration <https://apps.nextcloud.com/apps/integration_replicate>`_","Yellow","Yes","Yes - StableDiffusion models by StabilityAI","No","No"
+   "Text generation","`OpenAI and LocalAI integration (via OpenAI API) <https://apps.nextcloud.com/apps/integration_openai>`_","Red","No","No","No","No"
+   "","`OpenAI and LocalAI integration (via LocalAI) <https://apps.nextcloud.com/apps/integration_openai>`_","Green","Yes","Yes","Yes","Yes"
 
 Features
 --------
@@ -54,16 +54,16 @@ Ethical AI Rating
 Until Hub 3, we succeeded in offering features without relying on proprietary blobs or third party services. Yet, while there is a large community developing ethical, safe and privacy-respecting technologies, there are many other relevant technologies users might want to use. We want to provide users with these cutting-edge technologies – but also be transparent. For some use cases, ChatGPT might be a reasonable solution, while for more private, professional or sensitive data, it is paramount to have a local, on-prem, open solution. To differentiate these, we developed an Ethical AI Rating.
 
 The rating has four levels:
- * Red 🔴
- * Orange 🟠
- * Yellow 🟡
- * Green 🟢
+ * Red
+ * Orange
+ * Yellow
+ * Green
 
 It is based on points from these factors:
  * Is the software (both for inferencing and training) under a free and open source license?
  * Is the trained model freely available for self-hosting?
  * Is the training data available and free to use?
 
-If all of these points are met, we give a Green 🟢 label. If none are met, it is Red 🔴. If 1 condition is met, it is Orange 🟠 and if 2 conditions are met, Yellow 🟡.
+If all of these points are met, we give a Green label. If none are met, it is Red. If 1 condition is met, it is Orange and if 2 conditions are met, Yellow.