Hebbia

AI knowledge platform purpose-built for finance and legal analysis

Databricks (Mosaic AI)

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

Hebbia

Moderate

13/25

Databricks (Mosaic AI)

Excellent

22/25

Score Breakdown

DimensionHebbiaDatabricks (Mosaic AI)

Data Residency

Where is your data stored and processed?

Hebbia: US-based infrastructure; no EU data residency option

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

2/5

US-based infrastructure; no EU data residency option

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?

Hebbia: US Delaware corporation; DPAs available

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

2/5

US Delaware corporation; DPAs available

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?

Hebbia: No training on customer documents; financial-grade data handling

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

4/5

No training on customer documents; financial-grade data handling

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.

Hebbia: SOC 2 Type II certified

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

3/5

SOC 2 Type II certified

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

Hebbia: Strong for US financial services; EU firms should evaluate data residency requirements

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

2/5

Strong for US financial services; EU firms should evaluate data residency requirements

5/5

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

Total Score

13/25

22/25

Best For

Hebbia

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 privacy-conscious teams who need strong data retention controls.

Detailed Comparison

Databricks (Mosaic AI) vs Hebbia: 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. Hebbia (Hebbia, US) scores 13/25 with a Bronze (Moderate) trust badge. AI knowledge platform purpose-built for finance and legal analysis.

Dimension-by-Dimension Breakdown

#### Data Residency

Databricks (Mosaic AI) leads with 5/5 vs 2/5.

●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

●Hebbia (2/5): US-based infrastructure; no EU data residency option

#### Legal Jurisdiction

Both score equally at 2/5.

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

●Hebbia (2/5): US Delaware corporation; DPAs available

#### 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

●Hebbia (4/5): No training on customer documents; financial-grade data handling

#### Certifications

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

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

●Hebbia (3/5): SOC 2 Type II certified

#### Regulatory Fit

Databricks (Mosaic AI) leads with 5/5 vs 2/5.

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

●Hebbia (2/5): Strong for US financial services; EU firms should evaluate data residency requirements

Certifications at a Glance

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

Overall Verdict

Databricks (Mosaic AI) has a clear trust advantage, scoring 22/25 compared to Hebbia's 13/25. Databricks (Mosaic AI) particularly excels in data residency, data retention & training, certifications, regulatory fit.

Frequently Asked Questions

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

Hebbia has a TrustKit score of 13/25 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 Hebbia and Databricks (Mosaic AI) compare on data residency?

Hebbia scores 2/5 for data residency (US-based infrastructure; no EU data residency option), 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 Hebbia and Databricks (Mosaic AI) GDPR compliant?

Both tools are assessed across five compliance dimensions. Hebbia has a regulatory fit score of 2/5 and Databricks (Mosaic AI) scores 5/5. Check the full comparison above for a detailed breakdown.

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