vendor · audit
Credo AI vs Holistic AI
49 fields both were evaluated on, 15 of them different — including where one discloses something the other does not. Every value links to the document it came from. 34 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Credo AI | Holistic AI |
|---|---|---|
| Audit trail· | Policy engine records compliance mapping, evidence recording, and audit trail “Compliance mapping Evidence recording and audit”www.credo.ai · checked Jul 31, 2026 | States it provides a full audit trail for regulators and internal review. “Full audit trail for regulators and internal review”www.holisticai.com · checked Sep 23, 2026 |
| Runtime governance· | Credo AI positions its governance as continuous across the AI lifecycle rather than point-in-time, arguing millisecond agent decisions cannot be governed by a monthly audit “Continuous, Not Point-in-Time Credo AI Governance across the entire lifecycle”www.credo.ai · checked Sep 10, 2026 | States Guardian Agents provide run-time oversight: Sentinel Agents monitor risk and Operative Agents can block, redirect, stop or escalate an action. “Apply Guardian Agents. Monitor risk with Sentinel Agents. Intervene with Operative Agents: block, redirect, stop or escalate.”www.holisticai.com · checked Sep 23, 2026 |
| Regulatory alignment· | Policy packs cover EU AI Act, NIST AI RMF, ISO-42001, OMB M-25, Colorado ADMT, and NAIC AI frameworks “Policy packs for every major regulatory framework EU AI Act NIST AI RMF ISO-42001 OMB M-25 CO ADMT NAIC AI”www.credo.ai · checked Jul 31, 2026 | Maps controls to EU AI Act, NIST AI RMF, ISO/IEC 42001, and NYC Local Law 144. “Align with EU AI Act, NIST AI RMF, ISO/IEC 42001, NYC Local Law 144 and internal policies.”www.holisticai.com · checked Sep 23, 2026 |
| Evaluation coverage· | no public information www.credo.ai · checked Sep 10, 2026 | 40+ specialised tests covering bias, hallucinations, toxicity, privacy, robustness and performance “40+ specialised tests. Assess bias, hallucinations, toxicity, privacy, robustness and performance.”www.holisticai.com · checked Sep 23, 2026 |
| Service type· | “Credo AI - The Trusted Leader in AI Governance”www.credo.ai · checked Jul 31, 2026 | End-to-end AI governance platform (identify, protect, enforce) for enterprise AI systems. “The end-to-end AI governance platform trusted by global enterprises running AI at scale.”www.holisticai.com · checked Sep 23, 2026 |
| Client types· | Names insurance, financial services, federal, and healthcare enterprises as customers “enterprises across insurance, financial services, federal, and healthcare are already scaling on it”www.credo.ai · checked Jul 31, 2026 | Global enterprises running AI at scale “The end-to-end AI governance platform trusted by global enterprises running AI at scale.”www.holisticai.com · checked Sep 23, 2026 |
Safety
| Field | Credo AI | Holistic AI |
|---|---|---|
| Red teaming· | no public information www.credo.ai · checked Jul 31, 2026 | AI red teaming for prompt injection, jailbreaks and adversarial attacks “AI red teaming. Test for prompt injection, jailbreaks and adversarial attacks.”www.holisticai.com · checked Sep 23, 2026 |
| Third-party evaluations· | Independent analyst firms named Credo AI a Leader in Forrester's AI Governance Solutions Wave (Q3 2025) and included it in a Gartner Market Guide for AI Governance Platforms. “Credo AI Named a Leader in the Forrester Wave™: AI Governance Solutions, Q3 2025”www.credo.ai · checked Sep 10, 2026 | no public information www.holisticai.com · checked Jul 31, 2026 |
Practicality
| Field | Credo AI | Holistic AI |
|---|---|---|
| Availability· | GAIA (Govern AI Assistant) is generally available in the platform today “GAIA (Govern AI Assistant), generally available in the platform today”www.credo.ai · checked Jul 31, 2026 | no public information www.holisticai.com · checked Jul 31, 2026 |
| Integrations· | Integrates with Snowflake, Databricks, AWS, Azure, ServiceNow, Jira, Confluence, Slack, GitHub, MLflow “Integrates With: Snowflake Databricks AWS Azure ServiceNow Jira Confluence Slack GitHub MLflow AI Registry”www.credo.ai · checked Jul 31, 2026 | Connects to AWS, Azure, GitHub, Databricks, and 20+ other integrations. “Connects to AWS Azure GitHub Databricks 20+ integrations”www.holisticai.com · checked Sep 23, 2026 |
Impact
| Field | Credo AI | Holistic AI |
|---|---|---|
| User base· | Named enterprise customer Mastercard uses the platform to manage AI risk “Using the Credo AI Platform, Mastercard is able to manage AI risk and responsibly implement generative AI”www.credo.ai · checked Jul 31, 2026 | Says it is trusted by global enterprises running AI at scale (no named customers or figures) “trusted by global enterprises running AI at scale”www.holisticai.com · checked Jul 31, 2026 |
| Deployment scale· | Customer testimonial cites 143B+ transactions protected via the platform (vendor-reported, unattributed to a specific customer scale) “143B+ Transactions Protected”www.credo.ai · checked Jul 31, 2026 | no public information www.holisticai.com · checked Jul 31, 2026 |
| Target sectors· | Names insurance, financial services, federal, and healthcare as sectors already using the platform “enterprises across insurance, financial services, federal, and healthcare are already scaling on it”www.credo.ai · checked Jul 31, 2026 | no public information www.holisticai.com · checked Jul 31, 2026 |
| High-risk domains· | Says enterprises in insurance, financial services, federal, and healthcare are scaling on the platform “enterprises across insurance, financial services, federal, and healthcare are already scaling on it”www.credo.ai · checked Jul 31, 2026 | no public information www.holisticai.com · checked Jul 31, 2026 |
| Market recognition· | Named a Leader in The Forrester Wave for AI Governance Solutions, Q3 2025; also mentioned in Gartner's Market Guide for AI Governance Platforms (2025). “Credo AI Named a Leader in the Forrester Wave™: AI Governance Solutions, Q3 2025”www.credo.ai · checked Aug 16, 2026 | Named a Challenger in the 2026 Gartner® Magic Quadrant™ for AI Governance Platforms “Holistic AI Named a Challenger in the 2026 Gartner® Magic Quadrant™ for AI Governance Platforms”www.holisticai.com · checked Aug 19, 2026 |
Disclosed by neither
Both Credo AI and Holistic AI publish nothing on these 34 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 34 identical table rows. Each is shown with its source check on the individual profiles.
- Documented incidents
- Pricing model
- Price point
- Deployment options
- Supported regions
- Support model
- Protocols supported
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Data handling
- Insurance available
- Own liability cover
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Explainability
- Permission scopes
- Compliance certifications
- Outcome-based pricing
- Settlement mechanism
- Asset custody
- Dispute process
- SLA terms
- Self-reported performance
- Regulatory status
- Underwriting backing
Questions
- How do Credo AI and Holistic AI compare on user base?
- Credo AI: Named enterprise customer Mastercard uses the platform to manage AI risk. Holistic AI: Says it is trusted by global enterprises running AI at scale (no named customers or figures).
- How do Credo AI and Holistic AI compare on deployment scale?
- Credo AI: Customer testimonial cites 143B+ transactions protected via the platform (vendor-reported, unattributed to a specific customer scale). Holistic AI: no public information disclosed.
- How do Credo AI and Holistic AI compare on target sectors?
- Credo AI: Names insurance, financial services, federal, and healthcare as sectors already using the platform. Holistic AI: no public information disclosed.
- How do Credo AI and Holistic AI compare on high-risk domains?
- Credo AI: Says enterprises in insurance, financial services, federal, and healthcare are scaling on the platform. Holistic AI: no public information disclosed.
- How do Credo AI and Holistic AI compare on market recognition?
- Credo AI: Named a Leader in The Forrester Wave for AI Governance Solutions, Q3 2025; also mentioned in Gartner's Market Guide for AI Governance Platforms (2025).. Holistic AI: Named a Challenger in the 2026 Gartner® Magic Quadrant™ for AI Governance Platforms.
- How do Credo AI and Holistic AI compare on availability?
- Credo AI: GAIA (Govern AI Assistant) is generally available in the platform today. Holistic AI: no public information disclosed.