docs: Clarify Kubernetes vs Docker deployment recommendations (#9132)

Co-authored-by: Cursor Agent <cursoragent@cursor.com>

Author: caitlinwheeless

docs/source/guide/install_enterprise_docker.md

@@ -4,7 +4,7 @@ short: Install using Docker
 type: guide
 tier: enterprise
 order: 0
-order_enterprise: 66
+order_enterprise: 75
 meta_title: Install Label Studio Enterprise on-premises using Docker
 meta_description: Install, back up, and upgrade Label Studio Enterprise with Docker to create machine learning and data science projects on-premises.
 section: "Install & Setup"
@@ -17,6 +17,9 @@ Install Label Studio Enterprise on-premises if you need to meet strong privacy r
 
 See [Secure Label Studio](security.html) for more details about security and hardening for Label Studio Enterprise.
 
+!!! note
+    Docker deployments are more suitable for proof-of-concept builds and small projects. For production environments and larger deployments, we strongly recommend using Kubernetes. Kubernetes deployments provide better scalability, reliability, and access to advanced features such as Prompts. See [Deploy Label Studio Enterprise on Kubernetes](install_enterprise_k8s.html) for more information.
+
 To install Label Studio Community Edition, see [Install Label Studio](https://labelstud.io/guide/install). This page is specific to the Enterprise version of Label Studio.
 
 !!! note

docs/source/guide/install_prompts.md

@@ -16,6 +16,9 @@ Installing Prompts in an on-prem environment requires installing Adala, our data
 
 You only need to complete these steps if you want to use Prompts. For more information, see our [Prompts overview](prompts_overview).
 
+!!! note
+    Prompts are only supported for Kubernetes deployments. If you are using Docker, you will need to migrate to a Kubernetes deployment to use Prompts. See [Deploy Label Studio Enterprise on Kubernetes](install_enterprise_k8s.html) for more information.
+
 
 ## Prerequisites
 

docs/source/guide/upgrade_enterprise.md

@@ -4,7 +4,7 @@ short: Upgrade Label Studio
 tier: enterprise
 type: guide
 order: 0
-order_enterprise: 75
+order_enterprise: 76
 meta_title: Upgrade Label Studio Enterprise
 meta_description: Steps you should take when upgrading Label Studio Enterprise.
 section: "Install & Setup"