diff --git a/docs/docset.yml b/docs/docset.yml
index ef39c799f566d..36b1db5604fea 100644
--- a/docs/docset.yml
+++ b/docs/docset.yml
@@ -20,6 +20,7 @@ subs:
   ech:   "Elastic Cloud Hosted"
   ess:   "Elasticsearch Service"
   ece:   "Elastic Cloud Enterprise"
+  eck:   "Elastic Cloud on Kubernetes"
   serverless-full:   "Elastic Cloud Serverless"
   security-app:   "Elastic Security app"
   stack-manage-app:   "Stack Management"
diff --git a/docs/reference/connectors-kibana/elastic-managed-llm.md b/docs/reference/connectors-kibana/elastic-managed-llm.md
index f1051b07485e0..aece92f7525ee 100644
--- a/docs/reference/connectors-kibana/elastic-managed-llm.md
+++ b/docs/reference/connectors-kibana/elastic-managed-llm.md
@@ -1,53 +1,32 @@
 ---
-navigation_title: "Preconfigured AI Connectors"
+navigation_title: "Elastic Managed LLMs"
 applies_to:
     stack: ga 9.0
     serverless: ga
 ---
 
-# Preconfigured AI Connectors
+# Elastic Managed LLMs
 
-Elastic provides built-in LLMs through AI connectors vetted for GenAI product features across our platform.
-Currently, the following built-in LLMs are available:
-
-* [`anthropic-claude-4.5-sonnet`](#claude-45)
-* [`anthropic-claude-3.7-sonnet`](#claude-37)
-
-## `anthropic-claude-4.5-sonnet` [claude-45]
-```{applies_to}
-stack: ga 9.3
-serverless: ga
-```
-
-A high-performance, general-purpose language model suitable for the widest range of use cases.
-Model details are available in the [model card](https://assets.anthropic.com/m/12f214efcc2f457a/original/Claude-Sonnet-4-5-System-Card.pdf).
-
-## `anthropic-claude-3.7-sonnet` [claude-37]
-```{applies_to}
-stack: ga 9.0
-serverless: ga
-```
-
-`anthropic-claude-3.7-sonnet` is the default LLM used by the AI connector.
-
-::::{note}
-* The default LLM may change in the future based on evaluations of performance, security, and accuracy.
-* This LLM was called **Elastic Managed LLM** before 9.3.
-::::
-
-Details of the currently used model are available in the [model card](https://assets.anthropic.com/m/785e231869ea8b3b/original/claude-3-7-sonnet-system-card.pdf).
+Elastic provides built-in LLMs through managed AI connectors.  
+These connectors are accessed and managed through the [Elastic {{infer-cap}} Service (EIS)](docs-content://explore-analyze/elastic-inference/eis.md), which is the single entry point for using Elastic Managed LLMs.
 
 ## Prerequisites
 
 * Requires the `manage_inference` [cluster privilege](https://www.elastic.co/docs/reference/elasticsearch/security-privileges#privileges-list-cluster) (the built-in `inference_admin` role grants this privilege)
+* {applies_to}`ece:` {applies_to}`eck:` {applies_to}`self: ga 9.3+` For on-premises installations ({{ece}}, {{eck}}, or self managed clusters), Elastic Managed LLMs are only available through [EIS with Cloud Connect](docs-content://explore-analyze/elastic-inference/connect-self-managed-cluster-to-eis.md). Your {{stack}} version must be 9.3 or later.
+
+## Available models
+
+Elastic Managed LLMs are available exclusively through the Elastic {{infer-cap}} Service.
+You can find the [list of supported models](docs-content://explore-analyze/elastic-inference/eis.md#supported-models) on the EIS documentation page.
 
 ## Region and hosting
 
-The Preconfigured AI Connectors use third party service providers for {{infer}}. Refer to [the Elastic {{infer-cap}} Service page](https://www.elastic.co/docs/explore-analyze/elastic-inference/eis) for details.
+The Elastic Managed LLMs use third party service providers for {{infer}}. Refer to [the Elastic {{infer-cap}} Service page](docs-content://explore-analyze/elastic-inference/eis.md) for details.
 
 ## Data protection
 
-Customer projects or deployments hosted in any cloud service provider or region have access to the Preconfigured AI Connectors in the AWS US region `us-east-1`.
+Customer projects or deployments hosted in any cloud service provider or region have access to Elastic Managed LLMs in the AWS US region `us-east-1`.
 All data is encrypted in transit. The LLMs are configured for zero data retention: none of the prompts or outputs are stored by the service provider.
 
 Only request metadata is logged in AWS CloudWatch.
@@ -58,4 +37,4 @@ Read more at our [AI Data FAQs](https://www.elastic.co/trust/ai-data-faq) to lea
 
 ## Pricing
 
-The Preconfigured AI Connectors incur a cost per million tokens for input and output tokens. Refer to the Elastic Cloud [pricing pages](https://www.elastic.co/pricing) for details.
+Elastic Managed LLMs incur a cost per million tokens for input and output tokens. Refer to the Elastic [pricing page](https://www.elastic.co/pricing) that correspond to your Elastic setup for details.