We design self-hosted / on-prem AI systems with ISO 27001:2022 aligned security architecture and automated compliance controls. From audit trail implementation to regulatory frameworks for FCA, healthcare, and enterprise requirements, we ensure your AI infrastructure maintains data sovereignty while meeting the strictest compliance standards.
Security architecture and compliance engineering for AI systems in regulated industries.
Layered security architecture for self-hosted AI systems in regulated environments.
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flowchart LR
subgraph Governance["Governance"]
ISO[ISO 27001:2022]
CE[Cyber Essentials]
end
subgraph Access["Access Control"]
SSO[SSO / OIDC]
RBAC[RBAC]
AuditLog[Audit Logs]
end
subgraph DataProt["Data Protection"]
Encrypt[Encryption
AES-256 / TLS 1.3]
PII[PII Handling]
end
subgraph Network["Network"]
VPC[VPC Isolation]
mTLS[mTLS]
end
subgraph Monitoring["Monitoring"]
Drift[Drift Detection]
Evidence[Evidence Collection]
end
subgraph AISystem["AI Infrastructure"]
Models[Models & Data]
end
Governance --> Access
Access --> DataProt
DataProt --> Network
Network --> AISystem
Monitoring -.-> Governance
Monitoring -.-> Network
Comprehensive threat modelling and risk assessment for your AI infrastructure. Gap analysis against target compliance frameworks. Asset inventory and data flow mapping. Identification of high-priority remediation areas.
Security control implementation aligned to ISO 27001 Annex A. Automated compliance monitoring and alerting. Policy development and documentation. Technical controls including encryption, access management, and network security.
Ongoing compliance monitoring with drift detection. Audit evidence collection automation. Incident response procedures and runbooks. Regular security assessments and penetration testing coordination.
Full alignment with ISO 27001:2022 information security management system requirements. Control implementation across all Annex A domains. Documentation and evidence preparation for certification audits.
UK government-backed certification for public sector contracts. Technical assessment preparation. Boundary firewalls, secure configuration, access control, malware protection, and security update management.
Financial Conduct Authority compliance for AI in financial services. SM&CR accountability mapping. Operational resilience frameworks. Consumer Duty compliance with explainable AI outputs.
Data protection compliance for AI processing. DPIA development and lawful basis documentation. Data subject rights automation. Cross-border transfer mechanisms and data residency controls.
Healthcare data protection for US operations. BAA-ready infrastructure. PHI handling procedures. Access controls and audit requirements. Breach notification procedures.
Enterprise-grade security controls for self-hosted / on-prem AI deployments:
AES-256 encryption at rest for all data stores. TLS 1.3 for data in transit. HSM integration for key management. Encrypted model weights and secure distribution.
OIDC/SAML SSO integration with enterprise identity providers. Role-based access control (RBAC) with least-privilege defaults. Namespace isolation for multi-tenant deployments.
VPC isolation with network policies and private endpoints. Service mesh with mTLS encryption. Air-gapped deployment support. DDoS protection and WAF integration.