Enterprise Framework Whitepaper
CSM6 Framework Whitepaper
Comprehensive Six-Stage Methodology for AI Governance & Compliance
From Scope Alignment to Continuous Monitoring - A deterministic approach to AI system governance
6 Stages
Governance Phases
40+ Pages
Detailed Framework
5 Frameworks
Compliance Mapping
100% Deterministic
Reproducible Results
What's Inside the Whitepaper
Stages 1-3: Foundation
Scope, System Mapping, and Measurement
- Scope Alignment: Define AI system boundaries, risk tiers, and regulatory applicability
- System Mapping: Document data flows, model architecture, and integration points
- Measurement: Establish baseline metrics, KPIs, and performance thresholds
Stages 4-6: Operations
Controls, Monitoring, and Continuous Improvement
- Controls: Implement deterministic guardrails, validation gates, and kill switches
- Monitoring: Behavioral drift detection, anomaly alerts, and audit logging
- Continuous Improvement: Feedback loops, model retraining protocols, and version control
Why CSM6?
Deterministic by Design
Same inputs always produce same outputs - no probabilistic compliance
Framework Agnostic
Maps to NIST AI RMF, ISO 42001, EU AI Act, and Colorado AI Act
Audit-Grade Evidence
Cryptographic proof and immutable logging for regulatory defense
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