Feature highlights

A screenshot of the bulk upload feature for the document checker.

Document checker: Bulk uploads, audit trails & more

25.10
highlight
This release adds bulk upload of assessment questions in the document checker and introduces audit and status tracking for regulations assessments and questions with versioning and updates the results heading to “Observation”.
Oct 7, 2025

A screenshot that shows how to add a new workflow for findings with Settings > Workflows > + Add Finding Workflow.

Findings: Formula capabilities, CSV exports & more

25.10
highlight
This release enhances findings with support for workflows, richer formula capabilities (including finding type and model data), improved CSV exports with selectable columns, a redesigned findings creation process with configurable field, and a new option to skip email notifications.
Oct 7, 2025

A web page displaying the landing page of the new ValidMind public REST API reference. The same content can be found using the link to the API reference in this section.

Public REST API: New endpoints for findings, inventory model schema & more

25.10
highlight
This release introduces new public API endpoints to list findings with filters, retrieve a single finding, manage findings schemas and payloads, fetch finding severities, and get or update the inventory model schema.
Oct 7, 2025

A complex flowchart diagram is displayed on a white background, illustrating a hierarchical structure with nodes and connecting lines. The nodes are color-coded in shades of blue, green, red, and purple, each labeled with text indicating different stages or components, though the specific text is not legible. On the left side, a vertical sidebar menu is visible with various icons and labels, suggesting navigation options. At the top, there is a header bar containing the title Model Identification with additional buttons labeled Edit and Share. The overall layout suggests a detailed process or system map with multiple branching paths and connections.

Workflows: Findings support, editor improvements & more

25.10
highlight
This release introduces major workflow enhancements, including support for findings in workflows, editor improvements, multi-stakeholder approval logic with new review fields, time-delta wait steps, and custom-field filtering by workflow usage.
Oct 7, 2025
 

Add support for the DeepEval dataset in LLM tests

validmind-library
2.9.5
documentation
enhancement
highlight
This update enhances the integration between DeepEval and the ValidMind library by adding support for a new dataset type specific to large language models (LLMs). You can now use various LLM tests from the DeepEval library. We have introduced new row-level metrics that return arrays.
Oct 7, 2025

A document validation interface titled Document Checker is displayed with a dropdown menu at the top for selecting a regulation, currently set to EU AI Act. Below, there is a list of questions related to the AI system, each with a red label marked Important next to them. Each question has a toggle button labeled Expand All at the top right, allowing users to view more details. The questions cover topics such as technical documentation, interactions with other systems, and design specifications. At the bottom right, there is a green button labeled Check Document Again.

Document checker now supports the EU AI Act

frontend
25.09
enhancement
highlight
We have added a new option for the EU AI Act in the dropdown menu of the document checker. This update connects you to an assessment with specially designed questions to help you meet the EU AI Act requirements: Check documentation for compliance
Sep 3, 2025

A web page displaying a section titled Finding Types in the settings page. The section contains a list of finding types, each with a name, description, and status. The section has a plus icon for adding a new finding type.

Implement finding types for enhanced management

frontend
25.09
enhancement
highlight
Findings are now organized into categories for Validation Issues, Policy Exceptions, and Model Limitations, each with specific field configurations and statuses: Manage finding types
Sep 3, 2025

A web page displaying the landing page of the new ValidMind public REST API reference. The same content can be found using the link to the API reference in this section.

New ValidMind public REST API reference

documentation
25.09
documentation
highlight
To enable you to programmatically interact with models, groups, business units, use cases, and templates, we have introduced an API reference in our documentation: ValidMind Public REST API Reference
Sep 3, 2025

A web interface titled Documents displays a list of document entries in a table format. The table includes columns for Title, Type, Date Created, Date Updated, and Created By, with entries such as Essay and Test, and dates in June 2025. The Created By column lists the name Jobunyn Park. Above the table, there are options to search and sort, with sorting set to Date Created: Latest First. A green Create Document button is located in the top right corner. The left sidebar contains navigation links including Dashboard, Inventory, Documents, Model Activity, Settings, and Feedback, with Documents highlighted in red.

Support for new document types

frontend
25.08
enhancement
highlight
This update improves document management in the model inventory system. You can now create various document types beyond standard model documentation, validation reports, and ongoing monitoring documentation. This includes adding and managing custom document types tailored to your specific needs: Manage document types
Jul 31, 2025

Document Checker

Enhanced Document Checker for regulatory compliance

frontend
25.08
enhancement
highlight
We have introduced a new version of the Document Checker feature that provides a more interactive and granular approach to regulatory compliance analysis: Check documentation for compliance.
Jul 31, 2025

A workflow interface titled When a model is created (v1) with a Save Workflow button in the top right corner. The left panel lists menu items such as Dashboard, Projects, and Workflow Steps, with Workflow highlighted in pink. The main section displays a flowchart with nodes connected by arrows, showing steps like Select Model to Train and Initiate Feature Extraction, each with options like Request Review and Approve. Nodes are color-coded, with blue indicating active steps and gray for conditional actions. The flowchart illustrates the sequence and decision points in the workflow process.

Add copy node ID feature to NodeBox component

frontend
25.08
enhancement
highlight
You can now easily copy workflow node IDs directly from the workflow editor. Click on the node ID in each workflow node’s header to copy it to your clipboard. This feature makes it easier to reference specific nodes in documentation or during debugging: Working with model workflows
Jul 31, 2025

An email interface displays a notification from ValidMind with a subject line stating Automated ValidMind Alert: Threshold Breach Detected in [Test] Customer Churn for metric GINI Score. The email body contains a centered white box with a gray border, titled ValidMind in pink at the top. Inside, it details Alert Details with Model: [Test] Customer Churn, Metric: GINI Score, and Recorded Value: 0.75. Below, it lists Configured Thresholds with High Risk: 0.7 and Low Risk: 0.6, followed by a message indicating no immediate response is required. A green button labeled View Model is centered at the bottom. The footer contains ValidMinds address and copyright information in gray text.

Add email alerts for metric threshold breaches

backend
25.08
enhancement
highlight
If a metric does not meet the passed requirement, an email notification is now sent to model stakeholders: Set thresholds and alerts
Jul 31, 2025

A screenshot of the Document Checker in the sidebar with a button labelled Check Document.

Add support for PDF documents in Document Checker

frontend
25.08
enhancement
highlight
You can now use our Document Checker with PDFs for model documentation: Check documentation for compliance
Jul 31, 2025

The image shows a webpage titled Administrator Fundamentals, with a brief description encouraging the use of ValidMind as an administrator for organizational onboarding and risk management. Below the title, there is a Register Now button on the right side in dark green. The page is divided into four modules, each with a title and bullet points. Module 1 is Onboarding Your Organization, focusing on setting up foundations and permissions. Module 2 is Customizing Your Model Inventory, highlighting model inventory fields and documentation templates. Module 3 is Using ValidMind for Model Risk Management, emphasizing workflows and monitoring. Module 4 is Organizational Oversight & Reporting, covering audit activities and analytics, all presented in a two-column layout with a clean, white background.

Revamped Administrator Fundamentals course with new modules

documentation
25.08
documentation
highlight
We have completely revamped the Administrator Fundamentals course with four new modules to enhance your skills: Developer Fundamentals
Jul 31, 2025
 

UI allows customization of finding statuses

frontend
25.07
enhancement
highlight
We have introduced a new feature that lets you manage finding statuses within the application. This enhancement streamlines the process of tracking and updating finding statuses, improving overall workflow efficiency.
Jun 27, 2025
 

Updated workflow documentation and configuration

documentation
25.07
documentation
highlight
We have enhanced our user guides with a revamped section on model workflows. This update offers clear instructions on configuring workflows to suit your organizational needs, whether for model development, validation, implementation, ongoing monitoring, auditing, or other risk management activities. Once configured, you can seamlessly transition your models through the different stages of their lifecycle.
Jun 27, 2025

A dark-themed document titled Main Purpose and Overall Functionality outlines the configuration of a tool for machine learning model management. The document is structured with headings and bullet points, detailing sections such as Breakdown of Key Functions or Components, Assumptions or Limitations, and Potential Risks or Failure Points. Key functions include data ingestion, preprocessing, and model deployment, with specific tasks like data validation and feature extraction. Assumptions cover data availability and model performance, while risks address data quality issues and model drift. The document concludes with a section on Recommended Mitigation Strategies or Improvements, suggesting enhanced data validation and monitoring practices.

Interfaces to support code explainer feature in ValidMind

validmind-library
2.8.26
documentation
enhancement
highlight
This update introduces an experimental feature for text generation tasks within the ValidMind project. It includes interfaces to utilize the code_explainer LLM feature, currently in the experimental namespace to gather feedback.
Jun 26, 2025
 

Add demo notebook for code explainer

validmind-library
2.8.26
enhancement
highlight
This update introduces a comprehensive script and Jupyter notebook for documenting and explaining a customer churn prediction model using the ValidMind library.
Jun 26, 2025
 

Quickstart guide for model validation with ValidMind Library

validmind-library
2.8.26
highlight
Get started with model validation using the ValidMind Library with our new quickstart guide:
Jun 26, 2025
 

Revamped Developer Fundamentals training into four modules

documentation
25.06
documentation
highlight
We have revamped our Developer Fundamentals course into four modules, each with clear learning outcomes to enhance your training experience:
May 30, 2025
 

Updated Validator Fundamentals courses

documentation
25.06
documentation
highlight
We have revamped our Validator Fundamentals course into four modules, each with clear learning outcomes:
May 30, 2025

The image shows a webpage titled Working with attestations, part of a guide on the ValidMind platform. The page includes a left sidebar with a navigation menu, highlighting the section Attestation under Model Validation. The main content area displays sections titled Prerequisites and Key concepts, with bullet points explaining the requirements and concepts related to attestations. A pink arrow points to the Prerequisites section, emphasizing the text about models needing to be registered in ValidMind. On the right, a small box titled On this page lists links to various sections within the document, such as Prerequisites and Key concepts.

User guide updates for attestation management

documentation
25.05
documentation
highlight
Model attestation is now available. This feature enables you, as a model owner or validator, to formally review and certify key details about a model at a specific point in time. It supports internal governance and compliance with external requirements. You can track the attestation process through clear status updates and role-specific tasks.
Apr 28, 2025
 

New notebook series for model validation with ValidMind

validmind-library
2.8.20
documentation
highlight
Explore our new series of introductory notebooks designed for model validation with ValidMind. These notebooks guide you through the entire process, tailored to common scenarios:
Apr 16, 2025

A web page titled My Custom Test displays a confusion matrix under the section labeled Test Description - Confusion Matrix. The page is divided into two main sections: Tables and Figures. The Tables section lists values 1, 2, and 3 in a vertical column. The Figures section contains a heatmap confusion matrix with a color gradient from yellow to dark purple, representing values from 0 to 1200. The matrix has axes labeled True label and Predicted label, with categories False and True on both axes.

Add text support for custom test descriptions

validmind-library
2.8.20
documentation
enhancement
highlight
We have enhanced the custom test framework, allowing you to define custom descriptions for your tests. If a test returns a string, it will be used as the test description, overriding the automatic description generation.
Apr 16, 2025

A pie chart with four colored segments representing different dates. The blue segment, labeled 06/15/2027, is highlighted with a tooltip showing the date and a value of 0. The red segment is labeled 03/27/2025, the yellow segment is labeled 03/25/2025, and the green segment is labeled 03/18/2025. Each segment has a line extending outward to its label. The chart is set against a light gray background.

Add date and datetime support for analytics filters

frontend
25.04
highlight
enhancement
This update enhances the visualization modal’s filtering interface by introducing a custom value editor component specifically designed for date inputs. You can now utilize Date and Datetime types in both Grouping and Metrics, offering greater flexibility in data organization. Additionally, we have added support for Between and Not Between filters within Metrics, enabling more precise data filtering.
Apr 10, 2025

The image shows a webpage titled ValidMind sample notebooks with a black header at the top displaying the text Test Block: my_notebook. Below the header, the main content is organized into sections with bold headings. The first section lists different types of sample notebooks: showcase, how-to, deep-dive, and share-your-own, each briefly described. The Getting started section explains how to use the ValidMind platform for model validation, providing links to the ValidMind Library and documentation. At the bottom, the Contributing code samples section invites users to contribute by sharing templates and includes a link to notebook templates. The page has a clean layout with black text on a white background, and links are highlighted in blue.

Expose log text interface for qualitative text sections

validmind-library
2.8.17
documentation
enhancement
highlight
You can now log free-form text content in the ValidMind Library to enhance your model documentation. This update introduces the log_text function, allowing you to easily integrate text data into your documentation.
Apr 3, 2025
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