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trail Governance Agents (GRC and AI governance agents)

Vendor: trail (trail GmbH, part of Collibra since Oct 2026) · HQ: Germany · Category: Compliance · Risk

Last verified · Added · 4 sources · How we verify

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What it does

Per trail's own pages, its 'Governance Agents' are 'purpose-built agents for IT compliance and governance' that 'run in the background, connect to your existing tools' and handle tasks such as evidence collection ('find and link suitable evidence from your sources to controls. Continuously, instead of point-in-time'), control assessments, control identification, classification of systems and AI use cases, risk assessments, project analysis against a framework, and policy drafting. Agents can be linked into flows with triggers to 'run full workflows on autopilot'; for mid-market teams trail lists automated vendor risk screening against your policies, AI-based control gap analysis with source citations and automatic questionnaire processing. trail's 'Copy-on-Write' mechanism means 'agents propose, but never commit without your approval'. The same platform covers AI governance (AI registry, EU AI Act, ISO/IEC 42001, AI risk management), deploys as SaaS (EU data centres), on-premises or BYOC, and integrates with OneTrust, Collibra, ServiceNow, SAP LeanIX, Jira, Confluence, GitHub and others. Collibra announced its acquisition of trail on Oct 5, 2026. Pricing is not published (demo request).

Frameworks (vendor-stated)

EU AI ActISO 42001

Vendor-claimed EU AI Act, ISO 42001, NIST AI RMF

Pricing (as published)

Not published (demo request on trail-ml.com, checked 2026-10-26)

Tasks

evidence collectioncontrol testingrisk assessmentvendor riskpolicy managementgap analysisquestionnaire automationai governanceworkflow automation

Integrations (vendor-listed)

OneTrustCollibraServiceNowSAP LeanIXJiraConfluenceGitHubGitLabSharePointNotionDatabricksMLflow

Names that appeared on the vendor’s integrations page at last check. Missing names are unknown, not “no”. Only some listings have integration data so far.

Sources

  1. trail-ml.com/agents (primary)
  2. trail-ml.com/
  3. trail-ml.com/imprint
  4. collibra.com/company/newsroom/press-releases/collibra-acquires-trail-ml-to-automate-ai-governance-from-policy-to-production

Last verified 26 Oct 2026. Framework tags indicate relevance, not certification; “vendor-claimed” items are as marketed by the vendor. Spotted an error? Submit a correction or email [email protected]. See our methodology.

Not legal or audit advice. Confirm current pricing, framework coverage and India-regulatory claims with the vendor before purchasing.

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Use-case comparisons

Compare trail Governance Agents (GRC and AI governance agents) with

Alternatives

  • 6clicks Hailey AI — Sovereign GRC AI engine that maps controls, finds gaps, drafts assessment responses and creates risks, issues and tasks inside the 6clicks Hub & Spoke platform.
  • Akitra Andromeda AI compliance agents — AI-native GRC platform whose agents monitor controls, collect evidence, map controls, flag gaps, draft security-questionnaire responses and remediate gaps across 40+ frameworks, with a dedicated compliance expert per customer.
  • Anecdotes Agentic GRC (Agent Library and Agent Studio) — Enterprise GRC platform with built-in agents for evidence analysis, control assessment, risk enrichment and findings extraction, plus an Agent Studio for custom GRC agents and agentic TPRM.
  • Archer Evolv AI Operators (Evolv Foundation and Evolv Workplace) — Governed GRC agents ('AI Operators') inside the Archer system of record: identity-bound, scope-limited, human-supervised agents for control generation and assurance, regulatory change, reportable-event review and record hygiene; the Archer Evolv product is TX-RAMP Level 2 certified.
  • Athereon LAiKA (AI agent for ISMS, risk and questionnaires) — German, EU-hosted AI agent in the Athereon GRC platform that identifies risks, captures assets, maps gaps against NIS2/ISO 27001/DORA/TISAX/CRA, and sends and fills security questionnaires, asking for approval before it changes anything.
  • AuditFile Agentic AI Orchestrator Suite (audit agents) — Multi-agent orchestration for financial-statement audits: an orchestrator staffs engagements with long-running agents that draft disclosure-checklist answers, categorise trial balances, generate PBC request lists, prepare and perform procedures and draft workpapers, all ending in a human sign-off queue.

See all trail Governance Agents alternatives →

FAQ (from this dataset)

What does trail Governance Agents do?

Munich-based trail's Governance Agents run GRC busywork in the background: they read your project files and sources to collect and link evidence, assess controls, classify systems, run risk and vendor assessments and draft policies, proposing changes that a human approves before anything is written.

How much does trail Governance Agents cost?

Not published (demo request on trail-ml.com, checked 2026-10-26)

Where is trail (trail GmbH, part of Collibra since Oct 2026) headquartered?

Germany

Which frameworks does trail Governance Agents support?

Frameworks (vendor-stated): EU AI Act, ISO 42001. Framework tags indicate relevance, not certification.

What are alternatives to trail Governance Agents?

See the trail Governance Agents alternatives page for category-sharing listings in relevance order, not a ranking. trail Governance Agents alternatives.

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