Scale AI

AI data labeling and enterprise AI platform for building production-grade AI systems

Shift Technology

AI platform for insurance fraud detection, claims, and underwriting

Scale AI

Strong

20/25

Shift Technology

Excellent

23/25

Score Breakdown

DimensionScale AIShift Technology

Data Residency

Where is your data stored and processed?

Scale AI: US-based cloud hosting with on-premise deployment available; FedRAMP cloud for government; data isolated per project

Shift Technology: EU data centres; French-headquartered with EU-only processing option

4/5

US-based cloud hosting with on-premise deployment available; FedRAMP cloud for government; data isolated per project

5/5

EU data centres; French-headquartered with EU-only processing option

Legal Jurisdiction

Which laws govern the company and your data?

Scale AI: US Delaware corporation subject to CLOUD Act; standard SCCs available for international data transfers

Shift Technology: French SAS under EU jurisdiction; tailored for EU insurance regulation

2/5

US Delaware corporation subject to CLOUD Act; standard SCCs available for international data transfers

5/5

French SAS under EU jurisdiction; tailored for EU insurance regulation

Data Retention & Training

Is your data used for model training?

Scale AI: Customer data used only for contracted tasks with strict annotator access controls; cryptographic audit trails; no cross-customer data sharing

Shift Technology: No training on individual customer data; insurance-grade retention policies

5/5

Customer data used only for contracted tasks with strict annotator access controls; cryptographic audit trails; no cross-customer data sharing

4/5

No training on individual customer data; insurance-grade retention policies

Certifications

ISO 27001, SOC 2, Cyber Essentials, etc.

Scale AI: SOC 2 Type II, ISO 27001, FedRAMP Moderate and FedRAMP High — among the highest compliance credentials in the AI sector

Shift Technology: SOC 2 Type II and ISO 27001 certified

5/5

SOC 2 Type II, ISO 27001, FedRAMP Moderate and FedRAMP High — among the highest compliance credentials in the AI sector

4/5

SOC 2 Type II and ISO 27001 certified

Regulatory Fit

Suitability for regulated industries and professional services

Scale AI: Government-grade security posture suitable for defence, intelligence, financial services, and healthcare AI development workloads

Shift Technology: Purpose-built for EU insurance regulation (GDPR, Solvency II, EIOPA)

4/5

Government-grade security posture suitable for defence, intelligence, financial services, and healthcare AI development workloads

5/5

Purpose-built for EU insurance regulation (GDPR, Solvency II, EIOPA)

Total Score

20/25

23/25

Best For

Scale AI

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

Shift Technology

Best for EU-headquartered organisations needing maximum data sovereignty; regulated industries (BaFin, ACPR); privacy-conscious teams who need strong data retention controls.

Detailed Comparison

Scale AI vs Shift Technology: Trust & Compliance Comparison

Scale AI (Scale AI, US) scores 20/25 overall with a Silver (Strong) trust badge. AI data labeling and enterprise AI platform for building production-grade AI systems. Shift Technology (Shift Technology, FR) scores 23/25 with a Gold (Excellent) trust badge. AI platform for insurance fraud detection, claims, and underwriting.

Dimension-by-Dimension Breakdown

#### Data Residency

Shift Technology leads with 5/5 vs 4/5.

●Scale AI (4/5): US-based cloud hosting with on-premise deployment available; FedRAMP cloud for government; data isolated per project

●Shift Technology (5/5): EU data centres; French-headquartered with EU-only processing option

#### Legal Jurisdiction

Shift Technology leads with 5/5 vs 2/5.

●Scale AI (2/5): US Delaware corporation subject to CLOUD Act; standard SCCs available for international data transfers

●Shift Technology (5/5): French SAS under EU jurisdiction; tailored for EU insurance regulation

#### Data Retention & Training

Scale AI leads with 5/5 vs 4/5.

●Scale AI (5/5): Customer data used only for contracted tasks with strict annotator access controls; cryptographic audit trails; no cross-customer data sharing

●Shift Technology (4/5): No training on individual customer data; insurance-grade retention policies

#### Certifications

Scale AI leads with 5/5 vs 4/5.

●Scale AI (5/5): SOC 2 Type II, ISO 27001, FedRAMP Moderate and FedRAMP High — among the highest compliance credentials in the AI sector

●Shift Technology (4/5): SOC 2 Type II and ISO 27001 certified

#### Regulatory Fit

Shift Technology leads with 5/5 vs 4/5.

●Scale AI (4/5): Government-grade security posture suitable for defence, intelligence, financial services, and healthcare AI development workloads

●Shift Technology (5/5): Purpose-built for EU insurance regulation (GDPR, Solvency II, EIOPA)

Certifications at a Glance

Certification	Scale AI	Shift Technology
FedRAMP High	Yes	No
FedRAMP Moderate	Yes	No
ISO 27001	Yes	Yes
SOC 2 Type II	Yes	Yes

Overall Verdict

Shift Technology has a clear trust advantage, scoring 23/25 compared to Scale AI's 20/25. Shift Technology particularly excels in data residency, legal jurisdiction, regulatory fit.

Frequently Asked Questions

Which is better for EU compliance, Scale AI or Shift Technology?

Scale AI has a TrustKit score of 20/25 while Shift Technology scores 23/25. Shift Technology currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do Scale AI and Shift Technology compare on data residency?

Scale AI scores 4/5 for data residency (US-based cloud hosting with on-premise deployment available; FedRAMP cloud for government; data isolated per project), while Shift Technology scores 5/5 (EU data centres; French-headquartered with EU-only processing option).

Are Scale AI and Shift Technology GDPR compliant?

Both tools are assessed across five compliance dimensions. Scale AI has a regulatory fit score of 4/5 and Shift Technology scores 5/5. Check the full comparison above for a detailed breakdown.

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