Secure your AI systems with comprehensive logging, access control, and security testing. Build audit trails that meet compliance requirements and protect against threats.
Organizations deploying AI in production that need security controls, audit trails, and compliance readiness. Critical for regulated industries (finance, healthcare, government) and any company handling sensitive data or facing audit requirements.
80% faster
Mean time to detect security threats reduced from hours to minutes with comprehensive logging
100% compliant
Complete audit trails and security controls meet SOC 2, ISO 27001, HIPAA requirements
60-80% fewer
Proactive security testing and access controls prevent vulnerabilities from being exploited
Complete transparency
Full audit logs of who accessed AI models, what data was used, and when—enabling compliance and forensics
Logging infrastructure that captures all AI system interactions: model access, data usage, inference requests, and user actions. Immutable logs with tamper-proof storage for compliance
Role-based access control (RBAC) for AI models and data, integration with identity providers (Azure AD, Okta), and fine-grained permissions. Multi-factor authentication and session management
Comprehensive security testing including prompt injection testing, model extraction attempts, data poisoning detection, and adversarial attack simulations. Vulnerability assessment report with remediation recommendations
Real-time monitoring for suspicious activities, unauthorized access attempts, and anomalous usage patterns. Configurable alerts (email, Slack, PagerDuty) for security events
Security policies, procedures, and documentation for audit readiness. Gap analysis against compliance frameworks (SOC 2, ISO 27001, HIPAA) and remediation roadmap
We conduct a security assessment of your AI systems, identify vulnerabilities, and review compliance requirements. We design security architecture including logging, access control, and monitoring strategies. We map current state and define security controls needed.
We deploy audit logging infrastructure, implement access controls, integrate with identity providers, and set up security monitoring. We conduct red-team security testing, perform vulnerability assessments, and validate that security controls work as designed.
We create security policies and procedures, document audit trails and controls, and prepare compliance documentation. We train your team on security best practices, incident response procedures, and ongoing security operations. We establish governance for ongoing security management.
6-10 weeks
From security assessment through implementation, testing, and documentation
3-5 hours/week
Security team interviews, access control requirements, compliance review, and security testing participation
Timeline factors:
$30,000 - $80,000
Project-based pricing for security setup, testing, and audit readiness. Higher-end pricing for complex multi-system deployments or multiple compliance frameworks.
Our AI security solutions directly impact cybersecurity and risk management metrics across your organization.
Security incident count (#/month)
Mean time to detect threats (MTTD)
Vulnerability patch rate (%)
Security audit findings (#)
Access control compliance (%)
Audit trail completeness (%)
Unauthorized access attempts (#)
Security training completion (%)
Incident response time (hours)
Compliance audit score (0-100)
Phishing test click rate (%)
Model access violations (#)
We use enterprise-grade security tools and integrate with your existing security infrastructure. Our approach is tool-agnostic—we select the best-fit solution for your environment.
Risk: Undetected vulnerabilities in AI systems lead to data breaches, model theft, or adversarial attacks
Safeguard: We conduct comprehensive red-team security testing including prompt injection, model extraction, and adversarial attack simulations. We perform vulnerability assessments and penetration testing. We implement defense-in-depth with multiple security layers (access control, monitoring, encryption).
Risk: Incomplete audit trails or missing security controls result in compliance violations and audit failures
Safeguard: We perform gap analysis against your compliance frameworks (SOC 2, ISO 27001, HIPAA) and ensure all required controls are implemented. We create comprehensive documentation and policies. We validate audit trail completeness and immutability. We provide compliance readiness reports.
Risk: Security controls (logging, access checks) slow down AI systems, impacting user experience and adoption
Safeguard: We design security infrastructure for minimal performance impact using asynchronous logging, efficient access control checks, and caching strategies. We load test to ensure security controls don't degrade system performance. We optimize for sub-100ms overhead on inference requests.
Challenge: FinTech startup using AI for fraud detection needed SOC 2 Type II certification for enterprise customers. Had no audit trails, access controls, or security documentation. Auditors flagged 15+ security gaps during initial assessment.
Solution: Implemented comprehensive audit logging for all AI model access and data usage. Deployed role-based access control integrated with Okta. Conducted security testing and vulnerability assessment. Created security policies and procedures. Built compliance documentation package.
Impact: Achieved SOC 2 Type II certification in 3 months. Zero audit findings on follow-up assessment. Enabled $2M+ in enterprise deals that required compliance. Reduced security incident response time by 75% through better logging and monitoring.
Challenge: Healthcare system using AI for clinical decision support needed HIPAA-compliant audit trails. Had no visibility into who accessed patient data through AI systems. Faced potential HIPAA violations and regulatory penalties.
Solution: Implemented immutable audit logs capturing all AI system interactions with patient data. Deployed access controls with role-based permissions (physicians, nurses, administrators). Integrated with Epic EHR for identity management. Conducted security testing for data protection. Created HIPAA compliance documentation.
Impact: Achieved HIPAA compliance with complete audit trail coverage. Passed regulatory audit with zero findings. Reduced unauthorized access attempts by 90% through better access controls. Enabled secure AI deployment across 15+ clinical departments.
AI systems have unique security challenges: prompt injection attacks, model extraction, data poisoning, and adversarial examples. Traditional IT security doesn't address these AI-specific threats. We specialize in AI security—testing for prompt injection, securing model APIs, protecting training data, and ensuring AI-specific compliance requirements (like model explainability for audits).
We support all major compliance frameworks: SOC 2 (Type I and Type II), ISO 27001, HIPAA, GDPR, PCI DSS, and industry-specific requirements (FINRA for finance, FDA for healthcare). We perform gap analysis against your specific requirements and implement controls to meet compliance. We also prepare documentation packages for audits.
Retention requirements vary by compliance framework and industry. SOC 2 typically requires 1-3 years, HIPAA requires 6 years, and some regulations require 7+ years. We design log storage with appropriate retention policies and ensure logs are immutable (tamper-proof) for compliance. We can also archive logs to cost-effective long-term storage.
Our red-team testing includes: prompt injection attacks (trying to manipulate AI behavior), model extraction attempts (trying to steal model weights), data poisoning detection (identifying malicious training data), adversarial example testing (finding inputs that fool the model), and access control testing (trying to bypass permissions). We provide a detailed vulnerability report with remediation recommendations.
We design security infrastructure for minimal performance impact. We use asynchronous logging (non-blocking), efficient access control checks (cached permissions), and optimized monitoring. Typical overhead is less than 100ms per inference request. We load test to ensure security doesn't degrade user experience. If performance is critical, we can implement more aggressive optimizations.
Yes, we can provide ongoing security monitoring and incident response support. This typically includes 24/7 monitoring of security alerts, incident response procedures, regular security assessments, and compliance maintenance. Many clients start with project-only, then add ongoing monitoring once they see the value. We also offer managed security services for AI systems.
We secure the integration layer—logging all API calls, implementing access controls for who can use the APIs, monitoring for suspicious usage patterns, and ensuring data privacy (no sensitive data sent to third parties). We also help you understand the security posture of your AI vendors and implement vendor risk management. We can set up proxy layers that add security controls before requests reach third-party APIs.
Let's discuss your security requirements and explore how comprehensive audit trails and security controls can protect your AI deployments.
For ongoing compliance monitoring and risk analytics. We provide real-time monitoring of regulatory compliance and risk metrics.
Monitor AI system performance and security metrics in real-time. Perfect complement to security setup for ongoing visibility.
Last updated: November 2025