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Cranium
AI security, risk, and compliance platform covering inventory, risk assessment, monitoring, red-teaming, and AI Cards for audit and third-party trust. Cranium acquired Aiceberg in May 2026.
Security and AI risk teams that need discovery of AI systems plus security testing and compliance artifacts in one program tool.
Buyers who only need AML automation agents, or enterprises that already standardized on a full ModelOps command center and only want metric monitoring.
Verdict
Cranium is a good fit when AI security, risk scoring, and compliance evidence need to live beside inventory rather than in a pure observability product. Pricing is quote-led. Practitioners like the security-forward path from discovery to AI Cards; category noise and commercial maturity versus larger governance suites are the diligence items.
Score Breakdown
How Cranium scores in the categories that matter to its buyers.
The Field at a Glance
Where Cranium ranks among Risk & audit platforms vendors we reviewed, by Overall Score and relative typical engagement cost.
Cranium scores 5.9, below Arthur (7.1), WorkFusion (6.9), and ModelOp (6.7). WorkFusion is the automation-heavy peer. Relative cost is slightly lower in this risk-audit Field.
Use-case matrix
| Use case | Fit | Notes |
|---|---|---|
| AI asset discovery | Strong | Cranium lists AI asset discovery among its core features. |
| Security testing / red team | Strong | Red-teaming sets Cranium apart from pure ModelOps platforms. |
| Compliance artifacts / AI Cards | Strong | Audit-facing output. |
| Enterprise approval command center | Mixed | ModelOp often deeper on workflow. |
| Production metric monitoring | Mixed | Arthur overlaps. |
| AML case automation | Poor | WorkFusion sells financial-crime agents. |
Review Excerpts
Representative buyer views drawn from public information about Cranium. Paid reviews and pay-for-play sites were excluded.
“Discovering AI assets across teams gave our security group a first inventory it had never had.”
Representative buyer view
“We use the AI Cards to hand third-party risk teams a consistent summary of each system.”
Representative buyer view
“It is a younger vendor with quote-led packaging, so we asked for references before committing.”
Representative buyer view
Where customer reviews couldn't be found, our analysts attempted to give a voice to buyer sentiment, drawing on real information from review sites, forums, and product documentation.
Based on: Cranium’s website and Cranium’s Aiceberg announcement
Company Facts
- Founded
- 2022 (CB Insights)
- Headquarters
- Short Hills, New Jersey, United States (CB Insights)
- Total funding raised
- $71.64M (CB Insights)
- Key investors
- SYN Ventures, Titanium Ventures, KPMG, York IE, KPMG Studio (CB Insights)
- Website
- cranium.ai
Key Leadership
Jonathan Dambrot
Co-founder and CEO
Methodology
This page is an independent evaluation of Cranium for buyers comparing options in risk & audit platforms. AI Industry Reviews accepts no sponsorships, advertising, or pay-for-placement fees. Cranium did not pay for this review.
What we scored
The headline number is an Overall Score on a 0-10 scale. Eight criteria fall under it in two groups.
- Buyer outcomes (for risk & audit platforms)
- AI system inventory / discovery
- Security risk & red-team path
- Compliance / AI Card evidence
- Category / commercial maturity
- Company & commercial
- Innovation & product leadership
- Project management & communication
- Pricing
- Contract fairness
Pricing measures whether the price looks fair for the value delivered, including packaging and renewal friction that show up in real buying cycles.
Score Composition
| Input | Weight | What it covers |
|---|---|---|
| Reviews | 40% | A proprietary read of what practitioners say about likes, complaints, and day-to-day use, including public review sites, forums, and private chat rooms. Paid reviews and pay-for-play sites are out of scope. |
| Product | 35% | Hands-on look at screens and workflows. |
| Pricing | 15% | Whether the price looks fair for what you get. |
| Docs & training | 10% | Docs, tutorials, and training material. |
How we balanced the evidence
The Overall Score is the simple average of the eight criteria. Recommendation language follows that score and the use-case matrix above.
Scope
Cranium is graded here as risk & audit platforms. Criteria scores can move as more review volume and product checks are added.