---
title: Create and manage machine learning models
slug: '1832'
canonical_url: https://docs.coveo.com/en/1832/
collection: leverage-machine-learning
source_format: adoc
---
# Create and manage machine learning models
[Coveo Machine Learning (Coveo ML)](https://docs.coveo.com/en/188/) [models](https://docs.coveo.com/en/1012/) are algorithms which leverage [data](https://docs.coveo.com/en/259/) to provide contextually relevant recommendations (see [Coveo Machine Learning models](https://docs.coveo.com/en/1727/)).

The [**Models**](https://platform.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/) ([platform-ca](https://platform-ca.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/) | [platform-eu](https://platform-eu.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/) | [platform-au](https://platform-au.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/)) page of the [Coveo Administration Console](https://docs.coveo.com/en/183/) allows members with the [required privileges](https://docs.coveo.com/en/1832#required-privileges) to manage and review the ML models of a [Coveo organization](https://docs.coveo.com/en/185/).

To create and manage a model

Each type of [Coveo Machine Learning (Coveo ML)](https://docs.coveo.com/en/188/) [model](https://docs.coveo.com/en/1012/) type has its own prerequisites, settings, and creation and management procedures.

Click one of the following models to access the corresponding documentation:

> **Important**
>
> For model information specific to Coveo for Commerce, see [Machine learning for Commerce](https://docs.coveo.com/en/m2n90474/).

* [Automatic Relevance Tuning (ART)](https://docs.coveo.com/en/3397/)

* [Case Classification (CC)](https://docs.coveo.com/en/l57f1282/)

* [Content Recommendations (CR)](https://docs.coveo.com/en/3399/)

* [Dynamic Navigation Experience (DNE)](https://docs.coveo.com/en/3396/)

* [IPX Recommendations (IPXRECS)](https://docs.coveo.com/en/p6hb0337/)

* [Passage Retrieval (CPR)](https://docs.coveo.com/en/oaie5476/)

* [Product Recommendations (PR)](https://docs.coveo.com/en/3395/)

* [Query Suggestions (QS)](https://docs.coveo.com/en/3398/)

* [Relevance Generative Answering (RGA)](https://docs.coveo.com/en/nb6a0085/)

* [Semantic Encoder (SE)](https://docs.coveo.com/en/nb890247/)

* [Smart Snippets](https://docs.coveo.com/en/l6he0424/)

## "Status" column

On the [**Models**](https://platform.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/) ([platform-ca](https://platform-ca.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/) | [platform-eu](https://platform-eu.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/) | [platform-au](https://platform-au.cloud.coveo.com/admin/#/orgid/ai-and-ml/models/)) page of the [Administration Console](https://docs.coveo.com/en/183/), the **Status** column indicates the current state of your Coveo ML models.

The following table lists the possible model statuses and their definitions:

[%header,cols="1,6,^.^1"]
|===
.^|Status
.^|Definition
|Status icon

|Active
|The model is active and available.
a|![Active](leverage-machine-learning/model-active.png)

|Build in progress
|The model is currently building.
a|![Building](leverage-machine-learning/model-build.png)

|Inactive
|The model isn't ready to be queried, such as when a model was recently created or the organization is offline.  
Click **See more details** for additional information (see [Review model information](https://docs.coveo.com/en/1894/)).
a|![Inactive](leverage-machine-learning/model-limited.png)

|Limited
|Build issues exist that may affect model performance.  
Click **See more details** for additional information (see [Review model information](https://docs.coveo.com/en/1894/)).
a|![Limited](leverage-machine-learning/model-limited.png)

|Soon to be archived
|The model will soon be archived because it hasn't been queried for an extended period of time.  
Click **Delete** to remove the model.  
[Learn more about archived models](https://docs.coveo.com/en/mb3e0324/).
a|![Archive pending](leverage-machine-learning/model-limited.png)

|Error
|An error prevented the model from being built successfully.  
If it's a temporary system error, check back soon.
Otherwise, click **See more details** for additional information (see [Review model information](https://docs.coveo.com/en/1894/)).
a|![Error](leverage-machine-learning/model-error.png)

|Archived
|The model was archived because it hasn't been queried for an extended period of time.  
Click **Delete** to remove the model.  
[Learn more about archived models](https://docs.coveo.com/en/mb3e0324/).
a|![Archived](leverage-machine-learning/model-archived.png)
|===

## Required privileges

The following table indicates the privileges required to use elements of the **Models** page and associated panels (see [Manage privileges](https://docs.coveo.com/en/3151/) and [Privilege reference](https://docs.coveo.com/en/1707/)).

[cols="3",options="header"]
|===
|Action
|Service - Domain
|Required access level

|View models
|Machine Learning - Models  
Organization - Organization  
Search - Query pipelines
|View

.2+|Edit models
|Organization - Organization  
Search - Query pipelines
|View

|Machine Learning - Models
|Edit
|===