Featurespace

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

Prediction Guard

Privacy-first LLM API with built-in compliance and safety controls

Featurespace

Strong

21/25

Prediction Guard

Strong

20/25

Score Breakdown

DimensionFeaturespacePrediction Guard

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.

Prediction Guard: Offers EU deployment options alongside US hosting. VPC and on-premise deployments available for full data sovereignty. Flexible hosting model.

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

Offers EU deployment options alongside US hosting. VPC and on-premise deployments available for full data sovereignty. Flexible hosting model.

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.

Prediction Guard: US Delaware corporation. Subject to US jurisdiction. However, on-premise deployment mitigates many jurisdiction concerns for EU customers.

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.

3/5

US Delaware corporation. Subject to US jurisdiction. However, on-premise deployment mitigates many jurisdiction concerns for EU customers.

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.

Prediction Guard: No customer data used for training. Built-in PII redaction. Configurable data retention. On-premise option means data never leaves customer infrastructure.

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.

5/5

No customer data used for training. Built-in PII redaction. Configurable data retention. On-premise option means data never leaves customer infrastructure.

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.

Prediction Guard: SOC 2 Type II certified. HIPAA BAA available. Strong compliance posture for a startup. No ISO 27001 yet.

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.

4/5

SOC 2 Type II certified. HIPAA BAA available. Strong compliance posture for a startup. No ISO 27001 yet.

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.

Prediction Guard: Purpose-built for regulated industries. HIPAA compliant for healthcare. Safety controls address key regulatory concerns around AI outputs in sensitive contexts.

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

Purpose-built for regulated industries. HIPAA compliant for healthcare. Safety controls address key regulatory concerns around AI outputs in sensitive contexts.

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.

Prediction Guard

Best for regulated industries (HHS, FDA); privacy-conscious teams who need strong data retention controls; organisations that need self-hosted or on-premise deployment.

Detailed Comparison

Featurespace vs Prediction Guard: 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. Prediction Guard (Prediction Guard, US) scores 20/25 with a Silver (Strong) trust badge. Privacy-first LLM API with built-in compliance and safety controls.

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.

●Prediction Guard (4/5): Offers EU deployment options alongside US hosting. VPC and on-premise deployments available for full data sovereignty. Flexible hosting model.

#### Legal Jurisdiction

Featurespace leads with 4/5 vs 3/5.

●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.

●Prediction Guard (3/5): US Delaware corporation. Subject to US jurisdiction. However, on-premise deployment mitigates many jurisdiction concerns for EU customers.

#### Data Retention & Training

Prediction Guard leads with 5/5 vs 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.

●Prediction Guard (5/5): No customer data used for training. Built-in PII redaction. Configurable data retention. On-premise option means data never leaves customer infrastructure.

#### Certifications

Both score equally at 4/5.

●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.

●Prediction Guard (4/5): SOC 2 Type II certified. HIPAA BAA available. Strong compliance posture for a startup. No ISO 27001 yet.

#### 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.

●Prediction Guard (4/5): Purpose-built for regulated industries. HIPAA compliant for healthcare. Safety controls address key regulatory concerns around AI outputs in sensitive contexts.

Certifications at a Glance

Certification	Featurespace	Prediction Guard
HIPAA BAA	No	Yes
ISO 27001	Yes	No
SOC 2 Type II	Yes	Yes

Overall Verdict

Featurespace and Prediction Guard 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 Prediction Guard?

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

How do Featurespace and Prediction Guard 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 Prediction Guard scores 4/5 (Offers EU deployment options alongside US hosting. VPC and on-premise deployments available for full data sovereignty. Flexible hosting model.).

Are Featurespace and Prediction Guard GDPR compliant?

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

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