Featurespace

Cambridge-founded AI platform for real-time adaptive fraud detection in financial services

Lighthouse

AI revenue management and business intelligence for hospitality and travel

Featurespace

Strong

21/25

Lighthouse

Strong

20/25

Score Breakdown

DimensionFeaturespaceLighthouse

Data Residency

Where is your data stored and processed?

Featurespace: Data processed in UK and EU infrastructure. On-premise deployment available for financial institutions with strict data localisation requirements. Strong data residency controls appropriate for regulated financial services.

Lighthouse: Data hosted on AWS with EU region configuration for European customers. Belgian incorporation means primary data governance is under EU law. Appropriate for European hotel groups with GDPR obligations on guest and revenue data.

4/5

Data processed in UK and EU infrastructure. On-premise deployment available for financial institutions with strict data localisation requirements. Strong data residency controls appropriate for regulated financial services.

4/5

Data hosted on AWS with EU region configuration for European customers. Belgian incorporation means primary data governance is under EU law. Appropriate for European hotel groups with GDPR obligations on guest and revenue data.

Legal Jurisdiction

Which laws govern the company and your data?

Featurespace: Incorporated in England and Wales under UK law. FCA and PRA-aware compliance posture. UK GDPR applies. EU adequacy decision covers UK-EU data transfers. Pending Visa acquisition may affect jurisdiction analysis; confirm current ownership structure before contracting.

Lighthouse: Incorporated in Belgium under Belgian and EU law. GDPR applies as a matter of corporate law, not just contractual obligation. EU incorporation with no US parent company. No CLOUD Act exposure. Strong EU sovereignty story for the hospitality sector.

4/5

Incorporated in England and Wales under UK law. FCA and PRA-aware compliance posture. UK GDPR applies. EU adequacy decision covers UK-EU data transfers. Pending Visa acquisition may affect jurisdiction analysis; confirm current ownership structure before contracting.

5/5

Incorporated in Belgium under Belgian and EU law. GDPR applies as a matter of corporate law, not just contractual obligation. EU incorporation with no US parent company. No CLOUD Act exposure. Strong EU sovereignty story for the hospitality sector.

Data Retention & Training

Is your data used for model training?

Featurespace: Transaction data handled under enterprise-grade data lifecycle controls appropriate for financial services. Customer data is not shared for cross-customer model training. GDPR and UK GDPR-compliant data processing agreements available.

Lighthouse: Customer hotel data is not used for cross-customer model training without consent. GDPR-compliant data processing agreements available under Article 28. Configurable data retention aligned with hospitality operational requirements.

4/5

Transaction data handled under enterprise-grade data lifecycle controls appropriate for financial services. Customer data is not shared for cross-customer model training. GDPR and UK GDPR-compliant data processing agreements available.

4/5

Customer hotel data is not used for cross-customer model training without consent. GDPR-compliant data processing agreements available under Article 28. Configurable data retention aligned with hospitality operational requirements.

Certifications

ISO 27001, SOC 2, Cyber Essentials, etc.

Featurespace: Holds ISO 27001 and SOC 2 Type II certifications. Appropriate certification posture for a financial services AI platform. PCI-DSS relevance for payment fraud use cases should be confirmed with Featurespace for specific deployments.

Lighthouse: Holds ISO 27001 certification. Appropriate baseline for a hospitality technology platform. SOC 2 Type II would strengthen the posture for hotel groups with enterprise procurement requirements.

4/5

Holds ISO 27001 and SOC 2 Type II certifications. Appropriate certification posture for a financial services AI platform. PCI-DSS relevance for payment fraud use cases should be confirmed with Featurespace for specific deployments.

3/5

Holds ISO 27001 certification. Appropriate baseline for a hospitality technology platform. SOC 2 Type II would strengthen the posture for hotel groups with enterprise procurement requirements.

Regulatory Fit

Suitability for regulated industries and professional services

Featurespace: Excellent regulatory fit for financial institutions regulated by the FCA, PRA, BaFin, ECB, and EBA. DORA-aware operational resilience posture, financial crime-specific design, and strong certification posture make this one of the highest-scoring tools for regulated financial services.

Lighthouse: Excellent fit for European hotel operators subject to GDPR and national data protection authorities. Belgian legal jurisdiction and EU data hosting provide a credible compliance posture. Good alignment with hospitality-specific data governance requirements.

5/5

Excellent regulatory fit for financial institutions regulated by the FCA, PRA, BaFin, ECB, and EBA. DORA-aware operational resilience posture, financial crime-specific design, and strong certification posture make this one of the highest-scoring tools for regulated financial services.

4/5

Excellent fit for European hotel operators subject to GDPR and national data protection authorities. Belgian legal jurisdiction and EU data hosting provide a credible compliance posture. Good alignment with hospitality-specific data governance requirements.

Total Score

21/25

20/25

Best For

Featurespace

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

Lighthouse

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

Detailed Comparison

Featurespace vs Lighthouse: Trust & Compliance Comparison

Featurespace (Featurespace, GB) scores 21/25 overall with a Silver (Strong) trust badge. Cambridge-founded AI platform for real-time adaptive fraud detection in financial services. Lighthouse (Lighthouse, BE) scores 20/25 with a Silver (Strong) trust badge. AI revenue management and business intelligence for hospitality and travel.

Dimension-by-Dimension Breakdown

#### Data Residency

Both score equally at 4/5.

●Featurespace (4/5): Data processed in UK and EU infrastructure. On-premise deployment available for financial institutions with strict data localisation requirements. Strong data residency controls appropriate for regulated financial services.

●Lighthouse (4/5): Data hosted on AWS with EU region configuration for European customers. Belgian incorporation means primary data governance is under EU law. Appropriate for European hotel groups with GDPR obligations on guest and revenue data.

#### Legal Jurisdiction

Lighthouse leads with 5/5 vs 4/5.

●Featurespace (4/5): Incorporated in England and Wales under UK law. FCA and PRA-aware compliance posture. UK GDPR applies. EU adequacy decision covers UK-EU data transfers. Pending Visa acquisition may affect jurisdiction analysis; confirm current ownership structure before contracting.

●Lighthouse (5/5): Incorporated in Belgium under Belgian and EU law. GDPR applies as a matter of corporate law, not just contractual obligation. EU incorporation with no US parent company. No CLOUD Act exposure. Strong EU sovereignty story for the hospitality sector.

#### Data Retention & Training

Both score equally at 4/5.

●Featurespace (4/5): Transaction data handled under enterprise-grade data lifecycle controls appropriate for financial services. Customer data is not shared for cross-customer model training. GDPR and UK GDPR-compliant data processing agreements available.

●Lighthouse (4/5): Customer hotel data is not used for cross-customer model training without consent. GDPR-compliant data processing agreements available under Article 28. Configurable data retention aligned with hospitality operational requirements.

#### Certifications

Featurespace leads with 4/5 vs 3/5.

●Featurespace (4/5): Holds ISO 27001 and SOC 2 Type II certifications. Appropriate certification posture for a financial services AI platform. PCI-DSS relevance for payment fraud use cases should be confirmed with Featurespace for specific deployments.

●Lighthouse (3/5): Holds ISO 27001 certification. Appropriate baseline for a hospitality technology platform. SOC 2 Type II would strengthen the posture for hotel groups with enterprise procurement requirements.

#### Regulatory Fit

Featurespace leads with 5/5 vs 4/5.

●Featurespace (5/5): Excellent regulatory fit for financial institutions regulated by the FCA, PRA, BaFin, ECB, and EBA. DORA-aware operational resilience posture, financial crime-specific design, and strong certification posture make this one of the highest-scoring tools for regulated financial services.

●Lighthouse (4/5): Excellent fit for European hotel operators subject to GDPR and national data protection authorities. Belgian legal jurisdiction and EU data hosting provide a credible compliance posture. Good alignment with hospitality-specific data governance requirements.

Certifications at a Glance

Certification	Featurespace	Lighthouse
ISO 27001	Yes	Yes
SOC 2 Type II	Yes	No

Overall Verdict

Featurespace and Lighthouse are closely matched on trust and compliance, with scores of 21/25 and 20/25 respectively. The right choice depends on your specific regulatory requirements and existing technology stack.

Frequently Asked Questions

Which is better for EU compliance, Featurespace or Lighthouse?

Featurespace has a TrustKit score of 21/25 while Lighthouse scores 20/25. Featurespace currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do Featurespace and Lighthouse compare on data residency?

Featurespace scores 4/5 for data residency (Data processed in UK and EU infrastructure. On-premise deployment available for financial institutions with strict data localisation requirements. Strong data residency controls appropriate for regulated financial services.), while Lighthouse scores 4/5 (Data hosted on AWS with EU region configuration for European customers. Belgian incorporation means primary data governance is under EU law. Appropriate for European hotel groups with GDPR obligations on guest and revenue data.).

Are Featurespace and Lighthouse GDPR compliant?

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

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