Enterprise-Grade AI Governance
Built from real-world experience implementing AI compliance at Fortune 50 scale. Each module addresses critical gaps in traditional governance approaches.
Compliance Engine
Real-time monitoring and enforcement of AI governance policies. Automated compliance checks against GDPR, AI Act, and industry-specific regulations.
- Policy enforcement automation
- Regulatory mapping
- Compliance reporting
- Audit trail generation
Red Audit Kit™
Comprehensive assessment framework for AI systems. Evaluates models, data pipelines, and deployment infrastructure against compliance and risk criteria.
- Multi-layer system audits
- Risk scoring methodology
- Remediation roadmaps
- Compliance gap analysis
Precision Drift Detection
Advanced monitoring for model drift, data drift, and concept drift. Goes beyond basic metrics to identify subtle degradation patterns before they impact production.
- Statistical drift detection
- Performance monitoring
- Alert configuration
- Historical analysis
LegacyShift™
Structured methodology for modernizing legacy AI systems. Addresses technical debt, compliance gaps, and operational inefficiencies in aging ML infrastructure.
- Migration planning
- Risk assessment
- Incremental modernization
- Zero-downtime transitions
Cognitive Systems Management
The comprehensive methodology underlying HAIEC. CSM bridges strategy, implementation, and governance for enterprise AI.
Strategic Alignment
- Business objectives mapping
- Risk-reward analysis
- Stakeholder management
Technical Implementation
- Architecture decisions
- Infrastructure design
- Integration patterns
Governance & Risk
- Policy frameworks
- Compliance automation
- Continuous monitoring
Operational Excellence
- Performance optimization
- Incident response
- Continuous improvement
CSM is the all-in-one playbook for AI implementation. It addresses the full lifecycle from strategic planning through production deployment, ensuring governance is embedded at every stage—not bolted on afterward.
Real-World Impact
Challenge
Meeting AI Act compliance while maintaining model performance
Solution
Implemented HAIEC compliance engine with automated policy enforcement and continuous monitoring
Result
100% regulatory compliance with <2% impact on model latency
Challenge
Auditing legacy AI systems for HIPAA and FDA requirements
Solution
Deployed Red Audit Kit with LegacyShift methodology for systematic modernization
Result
Achieved full compliance certification in 8 months vs. 18-month baseline
Challenge
Detecting and managing model drift across 50+ production models
Solution
Integrated precision drift detection with automated alerting and remediation workflows
Result
95% reduction in undetected drift incidents, 60% faster response time
Choose Your Engagement
Platform License
Self-service access to HAIEC platform and tools
Guided Implementation
Platform access plus implementation support