Featurespace

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

Giskard

Open-source and enterprise AI red-teaming platform for LLM security and quality testing

Featurespace

Strong

21/25

Giskard

Excellent

23/25

Score Breakdown

DimensionFeaturespaceGiskard

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.

Giskard: EU-incorporated vendor offering EU data residency with SaaS, private-cloud, and full on-premise deployment, plus an explicitly EU-sovereign guardrail product (Guards). Data isolation is a core selling point for regulated customers.

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.

5/5

EU-incorporated vendor offering EU data residency with SaaS, private-cloud, and full on-premise deployment, plus an explicitly EU-sovereign guardrail product (Guards). Data isolation is a core selling point for regulated customers.

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.

Giskard: Incorporated in France as Giskard SAS with no US parent. Subject to French and EU law and GDPR directly; not exposed to the US CLOUD Act for EU-hosted deployments.

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 France as Giskard SAS with no US parent. Subject to French and EU law and GDPR directly; not exposed to the US CLOUD Act for EU-hosted deployments.

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.

Giskard: States a zero-training policy on customer data with IP protection, and offers data isolation plus enterprise retention controls via private-cloud/on-premise deployment. DPA available as an EU SOC 2 / HIPAA vendor.

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

States a zero-training policy on customer data with IP protection, and offers data isolation plus enterprise retention controls via private-cloud/on-premise deployment. DPA available as an EU SOC 2 / HIPAA vendor.

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.

Giskard: SOC 2 Type II and HIPAA compliance are publicly stated. ISO 27001 was not found in public sources, which would strengthen the posture; certifications scored on the confirmed SOC 2 Type II.

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

SOC 2 Type II and HIPAA compliance are publicly stated. ISO 27001 was not found in public sources, which would strengthen the posture; certifications scored on the confirmed SOC 2 Type II.

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.

Giskard: Purpose-built for AI assurance in regulated EU industries, with named financial-sector customers (AXA, BNP Paribas) and EU-sovereign deployment aligned to the EU AI Act's testing and risk-management expectations.

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.

5/5

Purpose-built for AI assurance in regulated EU industries, with named financial-sector customers (AXA, BNP Paribas) and EU-sovereign deployment aligned to the EU AI Act's testing and risk-management expectations.

Total Score

21/25

23/25

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.

Giskard

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

Detailed Comparison

Featurespace vs Giskard: 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. Giskard (Giskard, FR) scores 23/25 with a Gold (Excellent) trust badge. Open-source and enterprise AI red-teaming platform for LLM security and quality testing.

Dimension-by-Dimension Breakdown

#### Data Residency

Giskard leads with 5/5 vs 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.

●Giskard (5/5): EU-incorporated vendor offering EU data residency with SaaS, private-cloud, and full on-premise deployment, plus an explicitly EU-sovereign guardrail product (Guards). Data isolation is a core selling point for regulated customers.

#### Legal Jurisdiction

Giskard 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.

●Giskard (5/5): Incorporated in France as Giskard SAS with no US parent. Subject to French and EU law and GDPR directly; not exposed to the US CLOUD Act for EU-hosted deployments.

#### Data Retention & Training

Giskard 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.

●Giskard (5/5): States a zero-training policy on customer data with IP protection, and offers data isolation plus enterprise retention controls via private-cloud/on-premise deployment. DPA available as an EU SOC 2 / HIPAA vendor.

#### 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.

●Giskard (3/5): SOC 2 Type II and HIPAA compliance are publicly stated. ISO 27001 was not found in public sources, which would strengthen the posture; certifications scored on the confirmed SOC 2 Type II.

#### Regulatory Fit

Both score equally at 5/5.

●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.

●Giskard (5/5): Purpose-built for AI assurance in regulated EU industries, with named financial-sector customers (AXA, BNP Paribas) and EU-sovereign deployment aligned to the EU AI Act's testing and risk-management expectations.

Certifications at a Glance

Certification	Featurespace	Giskard
HIPAA	No	Yes
ISO 27001	Yes	No
SOC 2 Type II	Yes	Yes

Overall Verdict

Giskard has a clear trust advantage, scoring 23/25 compared to Featurespace's 21/25. Giskard particularly excels in data residency, legal jurisdiction, data retention & training.

Frequently Asked Questions

Which is better for EU compliance, Featurespace or Giskard?

Featurespace has a TrustKit score of 21/25 while Giskard scores 23/25. Giskard currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do Featurespace and Giskard 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 Giskard scores 5/5 (EU-incorporated vendor offering EU data residency with SaaS, private-cloud, and full on-premise deployment, plus an explicitly EU-sovereign guardrail product (Guards). Data isolation is a core selling point for regulated customers.).

Are Featurespace and Giskard GDPR compliant?

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

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