Unlikely AI

Neurosymbolic AI platform for regulated industries — combining LLMs with symbolic reasoning for auditable, hallucination-free automation

Shift Technology

AI platform for insurance fraud detection, claims, and underwriting

Unlikely AI

Moderate

14/25

Shift Technology

Excellent

23/25

Score Breakdown

DimensionUnlikely AIShift Technology

Data Residency

Where is your data stored and processed?

Unlikely AI: UK-based company likely hosting in UK data centres. Specific hosting locations and cloud providers not publicly disclosed. UK adequacy decision enables straightforward EU data transfers.

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

3/5

UK-based company likely hosting in UK data centres. Specific hosting locations and cloud providers not publicly disclosed. UK adequacy decision enables straightforward EU data transfers.

5/5

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

Legal Jurisdiction

Which laws govern the company and your data?

Unlikely AI: UK limited company. Post-Brexit UK operates under UK GDPR, which is GDPR-equivalent. Outside EEA but holds EU adequacy decision. Not subject to US CLOUD Act.

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

3/5

UK limited company. Post-Brexit UK operates under UK GDPR, which is GDPR-equivalent. Outside EEA but holds EU adequacy decision. Not subject to US CLOUD Act.

5/5

French SAS under EU jurisdiction; tailored for EU insurance regulation

Data Retention & Training

Is your data used for model training?

Unlikely AI: Data handling practices not publicly documented. Regulated industry deployments (Lloyds, SBS Claims) imply strict contractual controls. Neurosymbolic approach inherently limits data dependency compared to pure LLMs.

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

3/5

Data handling practices not publicly documented. Regulated industry deployments (Lloyds, SBS Claims) imply strict contractual controls. Neurosymbolic approach inherently limits data dependency compared to pure LLMs.

4/5

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

Certifications

ISO 27001, SOC 2, Cyber Essentials, etc.

Unlikely AI: No SOC 2 or ISO 27001 certifications publicly confirmed. Serves regulated financial services firms, suggesting internal security practices meet industry requirements. Public certification would strengthen the posture.

Shift Technology: SOC 2 Type II and ISO 27001 certified

1/5

No SOC 2 or ISO 27001 certifications publicly confirmed. Serves regulated financial services firms, suggesting internal security practices meet industry requirements. Public certification would strengthen the posture.

4/5

SOC 2 Type II and ISO 27001 certified

Regulatory Fit

Suitability for regulated industries and professional services

Unlikely AI: Strong alignment with EU AI Act explainability requirements. Neurosymbolic approach provides auditable decision paths. Deployed in FCA-regulated insurance. UK jurisdiction is a minor consideration for EEA businesses.

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

4/5

Strong alignment with EU AI Act explainability requirements. Neurosymbolic approach provides auditable decision paths. Deployed in FCA-regulated insurance. UK jurisdiction is a minor consideration for EEA businesses.

5/5

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

Total Score

14/25

23/25

Best For

Unlikely AI

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

Shift Technology

Best for regulated industries (FCA, PRA).

Detailed Comparison

Shift Technology vs Unlikely AI: Trust & Compliance Comparison

Shift Technology (Shift Technology, FR) scores 23/25 overall with a Gold (Excellent) trust badge. AI platform for insurance fraud detection, claims, and underwriting. Unlikely AI (Unlikely AI, GB) scores 14/25 with a Bronze (Moderate) trust badge. Neurosymbolic AI platform for regulated industries — combining LLMs with symbolic reasoning for auditable, hallucination-free automation.

Dimension-by-Dimension Breakdown

#### Data Residency

Shift Technology leads with 5/5 vs 3/5.

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

●Unlikely AI (3/5): UK-based company likely hosting in UK data centres. Specific hosting locations and cloud providers not publicly disclosed. UK adequacy decision enables straightforward EU data transfers.

#### Legal Jurisdiction

Shift Technology leads with 5/5 vs 3/5.

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

●Unlikely AI (3/5): UK limited company. Post-Brexit UK operates under UK GDPR, which is GDPR-equivalent. Outside EEA but holds EU adequacy decision. Not subject to US CLOUD Act.

#### Data Retention & Training

Shift Technology leads with 4/5 vs 3/5.

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

●Unlikely AI (3/5): Data handling practices not publicly documented. Regulated industry deployments (Lloyds, SBS Claims) imply strict contractual controls. Neurosymbolic approach inherently limits data dependency compared to pure LLMs.

#### Certifications

Shift Technology leads with 4/5 vs 1/5.

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

●Unlikely AI (1/5): No SOC 2 or ISO 27001 certifications publicly confirmed. Serves regulated financial services firms, suggesting internal security practices meet industry requirements. Public certification would strengthen the posture.

#### Regulatory Fit

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

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

●Unlikely AI (4/5): Strong alignment with EU AI Act explainability requirements. Neurosymbolic approach provides auditable decision paths. Deployed in FCA-regulated insurance. UK jurisdiction is a minor consideration for EEA businesses.

Certifications at a Glance

Certification	Shift Technology	Unlikely AI
ISO 27001	Yes	No
SOC 2 Type II	Yes	No

Overall Verdict

Shift Technology has a clear trust advantage, scoring 23/25 compared to Unlikely AI's 14/25. Shift Technology particularly excels in data residency, legal jurisdiction, data retention & training, certifications, regulatory fit.

Frequently Asked Questions

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

Unlikely AI has a TrustKit score of 14/25 while Shift Technology scores 23/25. Shift Technology currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

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

Unlikely AI scores 3/5 for data residency (UK-based company likely hosting in UK data centres. Specific hosting locations and cloud providers not publicly disclosed. UK adequacy decision enables straightforward EU data transfers.), while Shift Technology scores 5/5 (EU data centres; French-headquartered with EU-only processing option).

Are Unlikely AI and Shift Technology GDPR compliant?

Both tools are assessed across five compliance dimensions. Unlikely 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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