ASReview

Open-source AI-powered systematic review tool for academic researchers

Databricks (Mosaic AI)

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

ASReview

Strong

21/25

Databricks (Mosaic AI)

Excellent

22/25

Score Breakdown

DimensionASReviewDatabricks (Mosaic AI)

Data Residency

Where is your data stored and processed?

ASReview: Fully local application with no cloud dependency. All data stays on the researcher's machine. Dutch university origin ensures EU-aligned development practices.

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

5/5

Fully local application with no cloud dependency. All data stays on the researcher's machine. Dutch university origin ensures EU-aligned development practices.

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?

ASReview: Dutch public university (Utrecht University) under full EU/GDPR jurisdiction. Strongest possible EU legal framework. Not subject to US CLOUD Act.

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

5/5

Dutch public university (Utrecht University) under full EU/GDPR jurisdiction. Strongest possible EU legal framework. Not subject to US CLOUD Act.

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?

ASReview: No cloud component. All data stored locally on the user's device. Complete user control over data retention and deletion. No external data transmission.

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

5/5

No cloud component. All data stored locally on the user's device. Complete user control over data retention and deletion. No external data transmission.

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.

ASReview: Academic open-source project without commercial security certifications. Source code publicly auditable. University maintains institutional security standards.

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

2/5

Academic open-source project without commercial security certifications. Source code publicly auditable. University maintains institutional security standards.

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

ASReview: Excellent fit for regulated research environments. Local-only processing eliminates data transfer concerns. Used by healthcare researchers and institutions with strict data governance requirements.

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

4/5

Excellent fit for regulated research environments. Local-only processing eliminates data transfer concerns. Used by healthcare researchers and institutions with strict data governance requirements.

5/5

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

Total Score

21/25

22/25

Best For

ASReview

Best for EU-headquartered organisations needing maximum data sovereignty; regulated industries (Dutch DPA (Autoriteit Persoonsgegevens)); privacy-conscious teams who need strong data retention controls; organisations that need self-hosted or on-premise deployment; teams on a tight budget.

Databricks (Mosaic 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; enterprises requiring SSO integration.

Detailed Comparison

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

ASReview (ASReview, NL) scores 21/25 overall with a Silver (Strong) trust badge. Open-source AI-powered systematic review tool for academic researchers. Databricks (Mosaic AI) (Databricks, US) scores 22/25 with a Gold (Excellent) trust badge. Unified data and AI lakehouse platform for enterprise-scale machine learning.

Dimension-by-Dimension Breakdown

#### Data Residency

Both score equally at 5/5.

●ASReview (5/5): Fully local application with no cloud dependency. All data stays on the researcher's machine. Dutch university origin ensures EU-aligned development practices.

●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

#### Legal Jurisdiction

ASReview leads with 5/5 vs 2/5.

●ASReview (5/5): Dutch public university (Utrecht University) under full EU/GDPR jurisdiction. Strongest possible EU legal framework. Not subject to US CLOUD Act.

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

#### Data Retention & Training

Both score equally at 5/5.

●ASReview (5/5): No cloud component. All data stored locally on the user's device. Complete user control over data retention and deletion. No external data transmission.

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

#### Certifications

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

●ASReview (2/5): Academic open-source project without commercial security certifications. Source code publicly auditable. University maintains institutional security standards.

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

#### Regulatory Fit

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

●ASReview (4/5): Excellent fit for regulated research environments. Local-only processing eliminates data transfer concerns. Used by healthcare researchers and institutions with strict data governance requirements.

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

Certifications at a Glance

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

Overall Verdict

ASReview and Databricks (Mosaic AI) are closely matched on trust and compliance, with scores of 21/25 and 22/25 respectively. The right choice depends on your specific regulatory requirements and existing technology stack.

Frequently Asked Questions

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

ASReview has a TrustKit score of 21/25 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 ASReview and Databricks (Mosaic AI) compare on data residency?

ASReview scores 5/5 for data residency (Fully local application with no cloud dependency. All data stays on the researcher's machine. Dutch university origin ensures EU-aligned development practices.), 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 ASReview and Databricks (Mosaic AI) GDPR compliant?

Both tools are assessed across five compliance dimensions. ASReview has a regulatory fit score of 4/5 and Databricks (Mosaic AI) scores 5/5. Check the full comparison above for a detailed breakdown.

Explore Each Tool

ASReview

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84%

Databricks (Mosaic AI)

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88%