Credo AI vs trail Governance Agents (GRC and AI governance agents)
Quick answer
Credo AI (Credo AI) and trail Governance Agents (GRC and AI governance agents) (trail (trail GmbH, part of Collibra since Oct 2026)) are both listed in the Compliance category of Agent Index.
They share no framework tags in our dataset.
This is not a ranking.
Credo AI (Credo AI) and trail Governance Agents (GRC and AI governance agents) (trail (trail GmbH, part of Collibra since Oct 2026)) are both listed in the Compliance category of Agent Index. They share no framework tags in our dataset. Only Credo AI is tagged for ISO 27001, TX-RAMP. Only trail Governance Agents (GRC and AI governance agents) is tagged for EU AI Act, ISO 42001.
| Field |  Credo AI |  trail Governance Agents (GRC and AI governance agents) |
|---|---|---|
| Vendor | Credo AI | trail (trail GmbH, part of Collibra since Oct 2026) |
| HQ | United States · North America | Germany · Europe |
| Primary category | Compliance | Compliance |
| Also listed in | Compliance, Risk | Compliance, Risk |
| Summary | AI governance platform for policy packs, model risk and responsible AI compliance including EU AI Act and NIST AI RMF oriented programs. | 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. |
| Frameworks (vendor-stated) | ISO 27001, TX-RAMP | EU AI Act, ISO 42001 |
| Frameworks (vendor-claimed) | EU AI Act, NIST AI RMF, ISO 42001 | EU AI Act, ISO 42001, NIST AI RMF |
| Capabilities / tasks | ai governance, policy management, risk assessment | evidence collection, control testing, risk assessment, vendor risk, policy management, gap analysis, questionnaire automation, ai governance, workflow automation |
| Integrations (vendor-listed) | Not recorded in this dataset yet | OneTrust, Collibra, ServiceNow, SAP LeanIX, Jira, Confluence, GitHub, GitLab, SharePoint, Notion, Databricks, MLflow |
| Pricing (as published) | Not verified | Not published (demo request on trail-ml.com, checked 2026-10-26) |
| Pricing model | quote | quote |
| Primary source | https://www.credo.ai/ | https://www.trail-ml.com/agents |
| Last checked | 2026-10-18 | 2026-10-26 |
| Official site | https://www.credo.ai/ | https://www.trail-ml.com/agents |
FAQ (from this dataset)
What is the difference between Credo AI and trail Governance Agents?
Both are listed under Compliance. Shared tasks: ai-governance, policy-management, risk-assessment. Credo AI-only tasks: none. trail Governance Agents-only tasks: evidence-collection, control-testing, vendor-risk, gap-analysis, questionnaire-automation, workflow-automation. Differences are from stored category and task tags, not a ranking.
Which one publishes pricing?
Credo AI: Not published trail Governance Agents (GRC and AI governance agents): Not published (demo request on trail-ml.com, checked 2026-10-26)
Where are Credo AI and trail Governance Agents headquartered?
Credo AI publishes HQ in United States. trail Governance Agents (GRC and AI governance agents) publishes HQ in Germany.
Also in this use case
Other verified listings that share a task tag or use-case group with Credo AI or trail Governance Agents (GRC and AI governance agents). Open a pair page or the use-case table — this is not a ranking.
- Covasant TPRM (agentic third-party risk management) — Third-party risk product from Hyderabad-headquartered Covasant. Purpose-built AI agents onboard vendors through due-diligence workflows, chase vendors who are slow to respond, keep watching news, sanctions and financial data, and, when risk thresholds break, open remediation workflows, track vendor responses, escalate unresolved issues and produce DORA, SOX and NIST reporting packages.
Use-case comparisons
- TPRM and vendor-risk AI agents — 40 listings (Third-party risk, vendor assessments, security ratings and questionnaire automation)
- AI governance agents and platforms — 11 listings (AI inventory, risk assessment, policy and runtime controls for AI systems and agents)
- Security questionnaire AI agents — 10 listings (Inbound security questionnaires, SIG/CAIQ-style responses and questionnaire automation)
Related
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