Policy Library
Evidence-first templates for AI governance. Not aspirational guidelines—actual implementation documents used in regulated environments.
Policy Collections
Each policy template includes implementation guidance, monitoring procedures, and audit requirements. These are not theoretical frameworks—they are working documents refined through real-world deployment.
Behavioral Monitoring Policies
Templates for establishing behavioral baselines, tracking drift, and conducting consistency sweeps across production AI systems.
CSM6 Implementation Guides
Layer-by-layer implementation documents for deploying the full CSM6 framework in enterprise environments.
Regulatory Compliance Templates
Documentation templates for EU AI Act, GDPR, CCPA, and sector-specific requirements with behavioral evidence integration.
Incident Response Playbooks
Step-by-step procedures for investigating AI failures, reconstructing behavioral chains, and documenting root causes.
Vendor Assessment Frameworks
Evaluation criteria for assessing AI vendors on behavioral governance, drift detection capabilities, and audit readiness.
Multi-Agent Governance
Policies for managing systems with multiple AI components, including coordination testing and emergent behavior monitoring.
Philosophy
HAIEC policies start from a simple premise: behavior is the only ground truth. Documentation describes intent, but actual system behavior determines outcomes, risks, and compliance status.
Evidence-First, Not Checklist-Driven
Standard policies ask whether you have documentation, whether you conducted testing, whether you have oversight processes. HAIEC policies ask: Can you show behavioral evidence? Can you reconstruct decisions? Can you detect drift?
Measurable, Not Aspirational
Every policy requirement maps to specific measurements, test procedures, or monitoring metrics. If a requirement can't be measured, it doesn't appear in our templates.
Continuous, Not Point-in-Time
AI systems change over time. HAIEC policies assume continuous behavioral monitoring, not annual audits. They include procedures for ongoing drift detection and real-time anomaly identification.
Causal, Not Correlational
When issues arise, these policies require reconstructing the causal chain. Understanding why something happened is as important as knowing that it happened.
Featured Starting Templates
Behavioral Baseline Establishment Policy
Most PopularComprehensive procedure for establishing behavioral fingerprints before deployment, including consistency testing, instruction sensitivity evaluation, and contextual stability assessment.
Drift Detection & Response Protocol
EssentialStep-by-step framework for continuous behavioral monitoring, automated drift alerts, and escalation procedures when systems deviate from baseline behavior.
AI Incident Investigation Playbook
RecommendedComplete investigation methodology for when AI systems fail, including behavioral reconstruction techniques, root cause analysis, and regulatory reporting.
Custom Policy Development
Need policies tailored to your specific regulatory environment, tech stack, or risk profile? HAIEC can develop custom governance frameworks based on your requirements and operational constraints.
Download the Full Policy Library
Get access to all policy templates, implementation guides, and compliance frameworks. Updated quarterly with new regulations and best practices.