Arize AI AI Vendor Risk Profile
ML and LLM observability platform for monitoring model performance, drift, and evaluating generative AI applications. Offers Arize Phoenix open-source library and Arize AX enterprise platform with tracing, evals, and prompt management.
Risk overview
Risk score: 31/100
Risk tier: Moderate
Safety rating: 69/100 (higher is better)
Lower risk scores indicate lower assessed risk.
Last verified: Apr 19, 2026 Aging
Risk dimensions
| Dimension | Risk score |
|---|---|
| Data Handling | 20/100 |
| IP Exposure | 26/100 |
| Jurisdiction | 13/100 |
| Security | 40/100 |
| Regulatory Compliance | 40/100 |
| Transparency | 70/100 |
| Business Stability | 50/100 |
| Dependency Chain | 31/100 |
| Agent Governance | Not assessed |
Analyst summary
Rating: Acceptable
Arize AI is an enterprise-grade ML and LLM observability platform with SOC 2 Type II, ISO 27001, HIPAA BAA, and hybrid or customer-hosted deployment. Strong choice for regulated industries needing model monitoring without sending telemetry outside their environment.
Bottom line: Acceptable for regulated enterprise ML observability; strong deployment flexibility.
Strengths
- SOC 2 Type II, ISO 27001, HIPAA BAA on Enterprise
- No training on customer telemetry; customer retains full data control
- Hybrid and customer-hosted deployment options for regulated environments
- Mature ML observability feature set extended to LLM workloads
Concerns
- Smaller scale than Datadog; narrower non-ML observability coverage
- Enterprise reference base concentrated in financial services and tech
- No FedRAMP authorization disclosed
- Pricing can be steep for smaller teams
Best for
- Financial services, healthcare, and regulated industries needing ML and LLM observability
- Teams that require hybrid or customer-hosted deployment of observability tooling
- ML and MLOps teams needing model drift and quality monitoring at scale
Avoid if
- You need FedRAMP-authorized observability for federal workloads
- You want a unified observability platform covering infra, APM, and LLM in one pane (prefer Datadog)
- Your budget cannot support enterprise-class observability pricing
Citations
- Data Handling — Data Residency Options
Arize offers SaaS deployment in US and EU regions, as well as hybrid and customer-hosted deployment options for regulated workloads.
- Data Handling — Hipaa Baa Available
Arize AI offers HIPAA Business Associate Agreements to enterprise customers processing protected health information.
- Data Handling — Trains On User Data
Arize AI does not use customer inference data, telemetry, or evaluation data to train or improve its own models.
- Governance — Strategic Investors
Arize AI raised $38 million in Series B funding led by TCV at a $140 million valuation.
- Jurisdiction Profiles — Incorporation Country
Arize AI, Inc. is a Delaware corporation headquartered in Berkeley, California.
- Security Compliance — Iso 27001
Arize holds ISO/IEC 27001 certification for its information security management system.
- Security Compliance — Soc2 Type2
Arize AI is SOC 2 Type II certified and ISO 27001 certified covering its ML observability platform.