Managing integrations

Published

November 27, 2025

Integrations connect the ValidMind Platform with external systems or services, enabling bidirectional data synchronization, workflow automation, and API access.

What can I do with integrations?

graph TD
    A[ValidMind Platform]
    B[Analytics and reporting]
    C[Model inventory]
    D[Workflows]
    E[Public REST API]
    F[Testing & documentation]
    G[Service integration]
    
    A <--> B
    A <--> C
    A <--> D
    A <--> E
    A <--> F
    A <--> G

Analytics and reporting

Access built-in analytics and dashboards. Or, import analytics data into external reporting tools to build unified reports that combine ​ValidMind insights with other sources.1

Supported

  • Microsoft Power BI

Model inventory

Link to models in external registries and development platforms and keep inventories synced with versions, inventory fields, and other metadata.2

Supported

  • AWS SageMaker
  • MLflow
  • GitLab

Workflows

A workflow showing an automation sequence. A green start node runs an HTTP request that sends a POST to https://some.example.com/request. The workflow then moves to a webhook step that pauses until a webhook call is received. Once the webhook arrives, the flow continues to a red end node.

Workflow integration example

Manage model lifecycles by configuring workflows to transition models through your organization’s custom model stages.3

From ​ValidMind
Send HTTP requests to external services when a model reaches a specific state or to trigger updates in other systems.

From external systems
Send webhooks (POST requests) into ​ValidMind to start workflows or to resume workflows that are paused and waiting for input.

Public REST API

Gain programmatic access to platform resources. The API supports integration with custom scripts, automation tools, and external platforms that need direct access to ​ValidMind.4

CRUD examples

  • Create models
  • Get artifacts (findings)
  • Manage model inventory

Testing & documentation

Integrate the ValidMind Library with other development platforms to run tests and test suites, generate documentation, and support ongoing monitoring. See the results locally or upload them to the ValidMind Platform.5

Supported

  • MLflow
  • AWS SageMaker

 

Service integrations

Link to tickets in external systems and keep them synchronized. Attach tickets to ​ValidMind artifacts, such as validation issues, to support coordinated tracking across your validation workflow and external project or issue management tools.

Supported

  • ServiceNow
  • Atlassian Jira

 

Key concepts

integration
The part of ​ValidMind designed to exchange data or actions with another system, such as REST APIs or webhooks.
secret
A credential that stores the API key, password, or token required by an external service for authentication.
connection
A packaged adapter that knows how to authenticate, map data, and orchestrate workflows with a specific third-party platform.
HTTP request
A workflow step that sends data from ​ValidMind to another service.
webhook
A workflow step that pauses workflow execution and waits for an external system to send a POST request to a secure ​ValidMind URL. Another system sends a POST request to start the workflow or continue a paused workflow.

Manage integrations