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AI Governance Platform by trail
by trail
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AI Governance Platform & GRC Agents
trail is the AI Governance platform that helps enterprises develop, procure, and use trustworthy AI – without slowing down innovation.
Organizations using AI face a growing challenge: managing compliance and risks across an expanding portfolio of AI systems and AI agents. trail helps you to keep track of your AI assets in the organization, govern them, and automate compliance busywork such that you can make use of enterprise AI at scale.
Keep Track of AI:
Get complete visibility into all your AI assets with a centralized registry. trail integrates directly with your AI platforms and tools for automated detection and registration of systems and agents.
- Centralized registry for all AI use cases, systems, agents, models, and vendors across your organization
- Guided EU AI Act risk and role classification for every AI system
- Vendor assessment with up-to-date templates to review third-party AI solutions — no manual contract scraping required
- Link assessments, requirements, and evidence directly to your AI assets
Govern AI:
Operationalize requirements and manage AI risks with curated frameworks, controls, and audit-ready processes across the full AI lifecycle.
- Guided compliance workflows with automated assignment of requirements to responsible owners
- Pre-built frameworks for the EU AI Act, ISO/IEC 42001, NIST AI RMF – or bring your own governance frameworks and requiremtns
- Curated control library with automated mapping and evidence tracking
- AI-specific risk management with a library of over 170 risks (sourced from MIT, OWASP, BSI, and more)
- Dedicated auditor mode with structured evidence views for internal, external, and certification audits
Automate With AI:
Scale governance efficiently across hundreds of AI assets with AI-powered automation, documentation generation, and developer integrations.
- AI automatically analyzes connected sources and documents to assess control effectiveness and gather evidence
- Documentation generated automatically from your development environment and knowledge sources (Confluence, Git, wikis) – always up to date, never manual
- Python package for data scientists and engineers to log relevant evidence directly from their IDE, and integrated with tools like Databricks, MLflow, Langfuse, and Git
- Build AI agents that automate entire compliance workflows in the background, integrated into your existing GRC tools (ServiceNow, OneTrust, Collibra) – no rip and replace required
- "Copy-on-Write" mechanism for agents keeps humans in control of agent actions while enabling full automation
Agentic AI Governance:
As agent deployments scale, existing governance processes break. trail makes agent governance automated and scalable:
- Automated agent registration and risk assessment via API
- Greenlighting process: Auto-approval for low-risk agents; human review routing for higher-risk deployments
- Runtime enforcement of controls: manage MCP gateways, monitor tool access and permissions, flag scope violations before they become audit findings
- Purpose-built risk and control library for agentic AI systems
Integrations:
Microsoft Azure, Confluence, Jira, GitHub, GitLab, Databricks, MLflow, ServiceNow, Collibra, OneTrust, Google Drive, Notion, HuggingFace, ZenML, and more – plus GraphQL API for custom integrations.
Who uses trail:
trail serves technical and non-technical roles across the organization – from 1st to 3rd line of defense: Heads of AI, Risk & Compliance teams, Data Scientists, Engineers, and AI Governance Leads.
Enterprise Readiness:
Made in Germany. Built for enterprises with complex security and data residency requirements.
- GDPR-compliant data processing, hosted on European servers
- ISO/IEC 27001 and ISO/IEC 42001 certified
- SaaS (GCP Europe), On-Premises, or BYOC (e.g. Azure)
- Granular RBAC role and permission system
- Multi-tenant: manage multiple subsidiaries or business units in one instance
- SSO, 2FA, and full API access
For demo, pricing, BYOC deployment, or a structured Proof of Concept, contact us at hello@trail-ml.com or request more information via the Microsoft Marketplace.
At a glance
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