trail

On the record

Acquisition

Trail’s announcement says Collibra acquired trail ML in October 2026.trail-ml.com · read 8 Oct 2026

AI governance

Trail provides an AI governance platform for tracking AI assets, managing risks, and automating compliance and documentation.trail-ml.com · read 8 Oct 2026

AI inventory

The platform maintains a centralized registry of AI use cases, systems, agents, and models.trail-ml.com · read 8 Oct 2026

Asset inventory

The platform provides a centralized registry for AI use cases, systems, agents, and models, with classification and reporting.trail-ml.com · read 8 Oct 2026

Automation

AI analyzes connected sources and documents to assess control effectiveness and gather evidence.trail-ml.com · read 8 Oct 2026

Company update

Trail ML announced that Collibra acquired it on October 5, 2026.trail-ml.com · read 8 Oct 2026

Compliance workflows

Users can apply or customize frameworks and controls, with prebuilt templates for the EU AI Act and ISO 42001.trail-ml.com · read 8 Oct 2026

Custom integrations

Custom integrations are available through a GraphQL API, and the product page also describes API and Python package access.trail-ml.com · read 8 Oct 2026

Deployment

Trail lists SaaS, on-premises, and BYOC deployment options, including AWS, Azure, and Google Cloud.trail-ml.com · read 8 Oct 2026

Frameworks

Trail offers templates and workflows for requirements such as the EU AI Act and ISO 42001, and lets organizations customize frameworks.trail-ml.com · read 8 Oct 2026

GRC agents

Trail’s governance agents automate tasks such as control assessments, policy drafting, risk assessments, and evidence collection.trail-ml.com · read 8 Oct 2026

Human review

Trail says agent outputs require human approval before changes are committed to connected systems, with changes recorded in an audit history.trail-ml.com · read 8 Oct 2026

Integrations

Listed integrations include Confluence, SharePoint, Jira, Notion, ServiceNow, GitHub, GitLab, Bitbucket, Collibra, OneTrust, Databricks, MLflow, HuggingFace, AWS, Microsoft Azure, and Google Cloud.trail-ml.com · read 8 Oct 2026

Intended users

The product is designed for organizations building or using AI, with regulated enterprises, risk and compliance teams, and AI teams identified as likely users.trail-ml.com · read 8 Oct 2026

Product

Trail provides AI governance and GRC tools that automate compliance work for AI systems and software.trail-ml.com · read 8 Oct 2026

Risk management

Trail includes a curated library of over 170 AI risks, including risks from MIT, NIST, OWASP, and BSI.trail-ml.com · read 8 Oct 2026

Security

Trail states that it is certified under ISO 27001 and ISO 42001 and lists EU data centers, SSO, 2FA, role-based access control, and audit logging.trail-ml.com · read 8 Oct 2026

Support

Trail offers implementation and onboarding, access to AI governance experts, and partner support.trail-ml.com · read 8 Oct 2026

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