
AI Governance Metrics & Compliance 2026 | EPC Group
AI governance metrics for enterprise model performance and compliance. Guide covering accuracy monitoring, drift detection, and HIPAA/SOC 2.

Expert perspectives on SharePoint, Power BI, Azure, AI Governance, and Digital Transformation from enterprise consultants with Fortune 500 experience.
Last updated by Errin O'Connor, Founder & Chief AI Architect, EPC Group
The EPC Group blog collects the firm's working notes on enterprise Microsoft programs: Microsoft 365 and Copilot, Azure, Power BI and Fabric, Dynamics 365, security, governance and adoption. It is written for the architects, IT leaders and compliance owners who run those programs and need a specific decision explained rather than a product overview.

AI governance metrics for enterprise model performance and compliance. Guide covering accuracy monitoring, drift detection, and HIPAA/SOC 2.

Deep analysis of AI simulated agency — the phenomenon where AI tools claim to complete tasks they never performed. Verification frameworks, audit trai

Enterprise guide to managing shadow AI and unsanctioned BYOAI tools. Shadow AI inventory methodology, risk assessment framework, Purview detection, ac

EPC Group has launched an Enterprise Power BI Governance and Optimization offering to address report sprawl, semantic-model drift, and capacity-cost issues facing organizations running Microsoft Power BI Premium and Microsoft Fabric.

EPC Group introduces a Microsoft Copilot and Microsoft 365 Tenant Security Review covering oversharing scan, Conditional Access audit, Microsoft Purview sensitivity-label coverage, and DLP policy review.

Five enterprise approaches to connecting AI with Power BI beyond Microsoft Copilot. Azure OpenAI integration, Claude API for narrative generation, Pyt

EPC Group has launched a Multi-AI Power BI architecture connecting five distinct AI engines to enterprise analytics, allowing organizations to route analytical workloads to the model best suited to each task.

Enterprise guide to CI/CD for Microsoft Fabric. Covers Git integration, deployment pipelines, Azure DevOps and GitHub Actions, environment promotion (

A practical 5-pillar AI governance framework for CIOs: Strategy, Risk, Compliance, Operations, and Culture. Board reporting templates, AI steering com
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