Datadog AI

AI-powered monitoring and observability for cloud infrastructure

Databricks (Mosaic AI)

Unified data and AI lakehouse platform for enterprise-scale machine learning

Datadog AI

Strong

20/25

Databricks (Mosaic AI)

Excellent

22/25

Score Breakdown

DimensionDatadog AIDatabricks (Mosaic AI)

Data Residency

Where is your data stored and processed?

Datadog AI: Data hosting available in US and EU regions. Customers can select their data residency region during account setup.

Databricks (Mosaic AI): Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure

4/5

Data hosting available in US and EU regions. Customers can select their data residency region during account setup.

5/5

Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure

Legal Jurisdiction

Which laws govern the company and your data?

Datadog AI: Incorporated in Delaware, USA. Publicly traded (NASDAQ: DDOG) with transparent governance and strong contractual protections.

Databricks (Mosaic AI): US Delaware corporation subject to CLOUD Act; SCCs and DPAs available for EU/UK transfers

4/5

Incorporated in Delaware, USA. Publicly traded (NASDAQ: DDOG) with transparent governance and strong contractual protections.

2/5

US Delaware corporation subject to CLOUD Act; SCCs and DPAs available for EU/UK transfers

Data Retention & Training

Is your data used for model training?

Datadog AI: Configurable data retention periods by data type. Metrics retained for 15 months, logs and traces retention configurable from 3 to 60 days.

Databricks (Mosaic AI): Customer controls all data retention; Databricks has no access to data stored in customer cloud accounts

4/5

Configurable data retention periods by data type. Metrics retained for 15 months, logs and traces retention configurable from 3 to 60 days.

5/5

Customer controls all data retention; Databricks has no access to data stored in customer cloud accounts

Certifications

ISO 27001, SOC 2, Cyber Essentials, etc.

Datadog AI: Comprehensive security certifications including SOC 1/2 Type II, ISO 27001, ISO 27017, ISO 27018, and HIPAA compliance.

Databricks (Mosaic AI): SOC 2 Type II, ISO 27001/17/18, HIPAA, FedRAMP Moderate, PCI DSS, and HITRUST certified

5/5

Comprehensive security certifications including SOC 1/2 Type II, ISO 27001, ISO 27017, ISO 27018, and HIPAA compliance.

5/5

SOC 2 Type II, ISO 27001/17/18, HIPAA, FedRAMP Moderate, PCI DSS, and HITRUST certified

Regulatory Fit

Suitability for regulated industries and professional services

Datadog AI: GDPR, HIPAA, and CCPA compliant. Suitable for most enterprise requirements though lacks FedRAMP authorization.

Databricks (Mosaic AI): Purpose-built for regulated enterprise workloads; suitable for healthcare, financial services, and government

3/5

GDPR, HIPAA, and CCPA compliant. Suitable for most enterprise requirements though lacks FedRAMP authorization.

5/5

Purpose-built for regulated enterprise workloads; suitable for healthcare, financial services, and government

Total Score

20/25

22/25

Best For

Datadog AI

Best for organisations requiring broad certification coverage (SOC 2 Type II, ISO 27001, ISO 27017); regulated industries (ICO, HHS); privacy-conscious teams who need strong data retention controls; organisations that need self-hosted or on-premise deployment.

Databricks (Mosaic AI)

Best for organisations requiring broad certification coverage (SOC 2 Type II, SOC 1 Type II, ISO 27001); privacy-conscious teams who need strong data retention controls; teams on a tight budget.

Detailed Comparison

Databricks (Mosaic AI) vs Datadog AI: Trust & Compliance Comparison

Databricks (Mosaic AI) (Databricks, US) scores 22/25 overall with a Gold (Excellent) trust badge. Unified data and AI lakehouse platform for enterprise-scale machine learning. Datadog AI (Datadog, US) scores 20/25 with a Silver (Strong) trust badge. AI-powered monitoring and observability for cloud infrastructure.

Dimension-by-Dimension Breakdown

#### Data Residency

Databricks (Mosaic AI) leads with 5/5 vs 4/5.

●Databricks (Mosaic AI) (5/5): Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure

●Datadog AI (4/5): Data hosting available in US and EU regions. Customers can select their data residency region during account setup.

#### Legal Jurisdiction

Datadog AI leads with 4/5 vs 2/5.

●Databricks (Mosaic AI) (2/5): US Delaware corporation subject to CLOUD Act; SCCs and DPAs available for EU/UK transfers

●Datadog AI (4/5): Incorporated in Delaware, USA. Publicly traded (NASDAQ: DDOG) with transparent governance and strong contractual protections.

#### Data Retention & Training

Databricks (Mosaic AI) leads with 5/5 vs 4/5.

●Databricks (Mosaic AI) (5/5): Customer controls all data retention; Databricks has no access to data stored in customer cloud accounts

●Datadog AI (4/5): Configurable data retention periods by data type. Metrics retained for 15 months, logs and traces retention configurable from 3 to 60 days.

#### Certifications

Both score equally at 5/5.

●Databricks (Mosaic AI) (5/5): SOC 2 Type II, ISO 27001/17/18, HIPAA, FedRAMP Moderate, PCI DSS, and HITRUST certified

●Datadog AI (5/5): Comprehensive security certifications including SOC 1/2 Type II, ISO 27001, ISO 27017, ISO 27018, and HIPAA compliance.

#### Regulatory Fit

Databricks (Mosaic AI) leads with 5/5 vs 3/5.

●Databricks (Mosaic AI) (5/5): Purpose-built for regulated enterprise workloads; suitable for healthcare, financial services, and government

●Datadog AI (3/5): GDPR, HIPAA, and CCPA compliant. Suitable for most enterprise requirements though lacks FedRAMP authorization.

Certifications at a Glance

Certification	Databricks (Mosaic AI)	Datadog AI
FedRAMP Moderate	Yes	No
HIPAA	Yes	No
HITRUST	Yes	No
ISO 27001	Yes	Yes
ISO 27017	Yes	Yes
ISO 27018	Yes	Yes
PCI DSS	Yes	No
SOC 1 Type II	No	Yes
SOC 2 Type II	Yes	Yes

Overall Verdict

Databricks (Mosaic AI) has a clear trust advantage, scoring 22/25 compared to Datadog AI's 20/25. Databricks (Mosaic AI) particularly excels in data residency, data retention & training, regulatory fit.

Frequently Asked Questions

Which is better for EU compliance, Datadog AI or Databricks (Mosaic AI)?

Datadog AI has a TrustKit score of 20/25 while Databricks (Mosaic AI) scores 22/25. Databricks (Mosaic AI) currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do Datadog AI and Databricks (Mosaic AI) compare on data residency?

Datadog AI scores 4/5 for data residency (Data hosting available in US and EU regions. Customers can select their data residency region during account setup.), while Databricks (Mosaic AI) scores 5/5 (Data resides entirely within the customer's own cloud account across all major global regions; VPC injection ensures no shared infrastructure).

Are Datadog AI and Databricks (Mosaic AI) GDPR compliant?

Both tools are assessed across five compliance dimensions. Datadog AI has a regulatory fit score of 3/5 and Databricks (Mosaic AI) scores 5/5. Check the full comparison above for a detailed breakdown.

Explore Each Tool

Datadog AI

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80%

Databricks (Mosaic AI)

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88%