LightOn

Sovereign enterprise GenAI platform deployed on-prem, air-gapped, or EU cloud

Replicate

Run any machine learning model via API with a single line of code

LightOn

Excellent

22/25

Replicate

Caution

8/25

Score Breakdown

DimensionLightOnReplicate

Data Residency

Where is your data stored and processed?

LightOn: Deploys on-premise, in customer VPC, or air-gapped on EU infrastructure, so data never leaves the customer's own security perimeter. Strongest possible residency posture.

Replicate: US-only infrastructure. No EU data residency. Not suitable for GDPR personal data processing without SCCs.

5/5

Deploys on-premise, in customer VPC, or air-gapped on EU infrastructure, so data never leaves the customer's own security perimeter. Strongest possible residency posture.

1/5

US-only infrastructure. No EU data residency. Not suitable for GDPR personal data processing without SCCs.

Legal Jurisdiction

Which laws govern the company and your data?

LightOn: French SA incorporated in France, listed on Euronext Growth Paris, with no US parent. Fully under EU/French jurisdiction.

Replicate: Delaware incorporation, US jurisdiction. CLOUD Act applies. Basic GDPR privacy documentation available but no enterprise DPA structure.

5/5

French SA incorporated in France, listed on Euronext Growth Paris, with no US parent. Fully under EU/French jurisdiction.

2/5

Delaware incorporation, US jurisdiction. CLOUD Act applies. Basic GDPR privacy documentation available but no enterprise DPA structure.

Data Retention & Training

Is your data used for model training?

LightOn: In-perimeter deployment means no customer data is sent out or used to train shared models, and retention is governed by the customer's own infrastructure. Scored 4 rather than 5 as public DPA/retention-control documentation is limited.

Replicate: Community model ecosystem means data handling varies. Platform states it does not use request data for shared model training. Data governance documentation is less mature than enterprise-focused providers.

4/5

In-perimeter deployment means no customer data is sent out or used to train shared models, and retention is governed by the customer's own infrastructure. Scored 4 rather than 5 as public DPA/retention-control documentation is limited.

3/5

Community model ecosystem means data handling varies. Platform states it does not use request data for shared model training. Data governance documentation is less mature than enterprise-focused providers.

Certifications

ISO 27001, SOC 2, Cyber Essentials, etc.

LightOn: Holds SOC 2 Type 1. ISO 27001 and SOC 2 Type II are not confirmed in published sources, and ANSSI SecNumCloud appears to be a positioning goal rather than a confirmed qualification.

Replicate: No published independent security certifications. Self-attested privacy practices. Not suitable for enterprise regulated-industry procurement without significant additional vendor due diligence.

3/5

Holds SOC 2 Type 1. ISO 27001 and SOC 2 Type II are not confirmed in published sources, and ANSSI SecNumCloud appears to be a positioning goal rather than a confirmed qualification.

1/5

No published independent security certifications. Self-attested privacy practices. Not suitable for enterprise regulated-industry procurement without significant additional vendor due diligence.

Regulatory Fit

Suitability for regulated industries and professional services

LightOn: Purpose-built for regulated and sovereign EU buyers, with public-sector and defense/aerospace references (CNES, Safran, French tax authority) and GDPR/AI Act alignment.

Replicate: Best suited for experimentation, research, and non-personal-data use cases. Not recommended for EU regulated industries. Personal data processing via Replicate requires comprehensive GDPR controls and is not advisable for production workloads.

5/5

Purpose-built for regulated and sovereign EU buyers, with public-sector and defense/aerospace references (CNES, Safran, French tax authority) and GDPR/AI Act alignment.

1/5

Best suited for experimentation, research, and non-personal-data use cases. Not recommended for EU regulated industries. Personal data processing via Replicate requires comprehensive GDPR controls and is not advisable for production workloads.

Total Score

22/25

8/25

Best For

LightOn

Best for EU-headquartered organisations needing maximum data sovereignty; regulated industries (CNIL, AMF); privacy-conscious teams who need strong data retention controls; organisations that need self-hosted or on-premise deployment; enterprises requiring SSO integration.

Replicate

Best for teams that prioritise data retention & training (scores 3/5) and need a review required-tier tool.

Detailed Comparison

LightOn vs Replicate: Trust & Compliance Comparison

LightOn (LightOn, FR) scores 22/25 overall with a Gold (Excellent) trust badge. Sovereign enterprise GenAI platform deployed on-prem, air-gapped, or EU cloud. Replicate (Replicate, US) scores 8/25 with a Review Required (Caution) trust badge. Run any machine learning model via API with a single line of code.

Dimension-by-Dimension Breakdown

#### Data Residency

LightOn leads with 5/5 vs 1/5.

●LightOn (5/5): Deploys on-premise, in customer VPC, or air-gapped on EU infrastructure, so data never leaves the customer's own security perimeter. Strongest possible residency posture.

●Replicate (1/5): US-only infrastructure. No EU data residency. Not suitable for GDPR personal data processing without SCCs.

#### Legal Jurisdiction

LightOn leads with 5/5 vs 2/5.

●LightOn (5/5): French SA incorporated in France, listed on Euronext Growth Paris, with no US parent. Fully under EU/French jurisdiction.

●Replicate (2/5): Delaware incorporation, US jurisdiction. CLOUD Act applies. Basic GDPR privacy documentation available but no enterprise DPA structure.

#### Data Retention & Training

LightOn leads with 4/5 vs 3/5.

●LightOn (4/5): In-perimeter deployment means no customer data is sent out or used to train shared models, and retention is governed by the customer's own infrastructure. Scored 4 rather than 5 as public DPA/retention-control documentation is limited.

●Replicate (3/5): Community model ecosystem means data handling varies. Platform states it does not use request data for shared model training. Data governance documentation is less mature than enterprise-focused providers.

#### Certifications

LightOn leads with 3/5 vs 1/5.

●LightOn (3/5): Holds SOC 2 Type 1. ISO 27001 and SOC 2 Type II are not confirmed in published sources, and ANSSI SecNumCloud appears to be a positioning goal rather than a confirmed qualification.

●Replicate (1/5): No published independent security certifications. Self-attested privacy practices. Not suitable for enterprise regulated-industry procurement without significant additional vendor due diligence.

#### Regulatory Fit

LightOn leads with 5/5 vs 1/5.

●LightOn (5/5): Purpose-built for regulated and sovereign EU buyers, with public-sector and defense/aerospace references (CNES, Safran, French tax authority) and GDPR/AI Act alignment.

●Replicate (1/5): Best suited for experimentation, research, and non-personal-data use cases. Not recommended for EU regulated industries. Personal data processing via Replicate requires comprehensive GDPR controls and is not advisable for production workloads.

Certifications at a Glance

Certification	LightOn	Replicate
SOC 2 Type 1	Yes	No

Overall Verdict

LightOn has a clear trust advantage, scoring 22/25 compared to Replicate's 8/25. LightOn particularly excels in data residency, legal jurisdiction, data retention & training, certifications, regulatory fit.

Frequently Asked Questions

Which is better for EU compliance, LightOn or Replicate?

LightOn has a TrustKit score of 22/25 while Replicate scores 8/25. LightOn currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do LightOn and Replicate compare on data residency?

LightOn scores 5/5 for data residency (Deploys on-premise, in customer VPC, or air-gapped on EU infrastructure, so data never leaves the customer's own security perimeter. Strongest possible residency posture.), while Replicate scores 1/5 (US-only infrastructure. No EU data residency. Not suitable for GDPR personal data processing without SCCs.).

Are LightOn and Replicate GDPR compliant?

Both tools are assessed across five compliance dimensions. LightOn has a regulatory fit score of 5/5 and Replicate scores 1/5. Check the full comparison above for a detailed breakdown.

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