The EU AI Act

Compliance with ValidMind An interactive platform demo — MVP FOR INTERNAL FEEDBACK ONLY

TO DO — MEHDI/SEAN

The AI Risk Gap

Models are widely used, but regulatory compliance and business risk management often lag, creating a strong need for automation in model risk management and validation.

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The Model Inventory

The model inventory is your central hub for all registered models.

  • Manage models in line with your policies
  • Customize fields
  • Search, filter, and sort

Easily register new models with a name, type, and template.

Define business units, use cases, and customize inventory fields to fit your needs.

ValidMind templates power your model documentation, validation reports, and ongoing monitoring.

Go ahead, try it!

Model registration aligns with the EU AI Act.

Calculate risk classification to guide the model workflow by capturing:

  • Purpose
  • Industry
  • Sensitive data use
  • Human oversight

TIP: Use a template tailored for the EU AI Act — there are several to choose from.

Automate Model Documentation

Next, let’s view some model documentation.

Templates offer developers a structured outline with:

  • Sections
  • Guidelines
  • Preconfigured tests

Customize any template by adding tests, new sections, and much more.

Jump in, explore!

Readily available tests

ValidMind’s repository provides 250+ out-of-the-box tests, and you can easily add your own custom tests.

Get started quickly with our comprehensive developer documentation.

Explore our test sandbox!

Rich AI features

Documentation is generated for model developers with summaries during model development, saving you time.

When ready, transition your model to be validated — the same, rich features are also available to model validators.

Customizable workflows adapt to your model registration and lifecycle requirements at every stage.

Add steps for privacy, legal, or regulatory requirements as required — or have us do it for you.

Expand the workflow & explore!

TO DO — CAN WE ZOOM IN ON A SIMPLER WORKFLOW?

Validation reports

Validation reports also use structured templates to assess how well requirements are met:

  • Work with findings
  • Link evidence
  • Collaborate with model developers

All on one platform.

Jump in, explore!

Assess compliance for each section by linking evidence from developers and validators to evaluate the model.

Tailor the process to regulatory or internal standards, and let ValidMind generate risk assessment notes with clear recommendations.

You can even create challenger models as evidence during validation.

Feel free to explore!

First and second line interaction

Validators can create official findings to challenge developers’ work all in one platform.

Each finding includes a severity, risk area, due date, and documentation reference — fostering close collaboration between developers and validators.

This process ensures thorough checks and balances and clear remediation plans — even if you have thousands of models.

Collaborate with other developers or with your validators right in the model documentation.

Have a question about the model? While working with content blocks in documentation, you can comment directly on specific sections.

Give it a go, add a comment!

Comment history is tracked — it becomes part of the model activity feed.

Ongoing monitoring

Ongoing monitoring allows your models to be tracked in production with regular reporting.

Proactively identify and address potential issues before they affect outcomes.

Jump in, explore!

Identify potential data drift

Governance

ValidMind provides analytics for cross-functional stakeholders.

Reports display figures, charts, and data tailored to a non-technical audience, offering quick insights into model performance.

Go ahead, explore our analytics.

Advanced LLM features

At ValidMind, our approach to AI features, particularly in testing and risk management, reflects a philosophy of drinking our own champagne or using our own products.

This means that, while we create risk management tools for our users, we also rigorously apply these tools and practices within our own product development.

Our testing methodologies and philosophy around testing are readily available.