Tag: ai-governance

9 posts tagged with "ai-governance"

• Copilot Credits Went Live: What Work IQ and Cowork Actually Cost

  June 16, 2026

  Copilot Credits billing went live June 16 across Work IQ and Cowork: the real per-call cost, the license gate, and the controls to set before July 1.

• Don't Build an AI Center of Excellence Until You Read This (2026)

  May 30, 2026

  Critical practitioner read of Microsoft's AI CoE framework: the seven assumptions the playbook makes about Executive Sponsors, role authority, and CoE evolution that fail in most real enterprises.

• The Pilot Trap: Why Most Agent Initiatives Never Become Portfolio (2026)

  May 30, 2026

  Microsoft's 2026 playbook names 'many pilots, no portfolio' as the top scale-breaker. This is the practitioner read on why agent pilots stall and what it actually takes to graduate to portfolio.

• Risk-Tiered Agent Governance: Microsoft's Tier 1/2/3 Model Annotated for Real Deployments (2026)

  May 30, 2026

  Microsoft's 2026 playbook gives you a 3-tier risk model for AI agents. This is the practitioner annotation: concrete controls, tooling, cadence, and the Tier 0 the playbook does not name.

• The Scale-Breaker Microsoft Doesn't Name: Why Your AI Program Stalls Where the Playbook Doesn't Look (2026)

  May 30, 2026

  Microsoft's 2026 Agentic Patterns Playbook names five capability drivers. The scale-breaker most enterprises actually hit is the sixth one the framework doesn't measure.

• The Six Agentic Adoption Patterns: A Practitioner Decode of Microsoft's New Playbook (2026)

  May 26, 2026

  A practitioner read of Microsoft's Agentic Transformation Patterns Playbook: six patterns, the 5x5 maturity model, CoE structures, what it understates.

• Can You Trust AI With Dataverse Security? Four Designs, Three Wrong

  May 16, 2026

  Two violated documented Dataverse mechanics. One was a category error. The real architectural axis isn't AI vs human, it's what claims are cheap to mechanically verify.

• Shadow AI Governance for Microsoft Enterprises: Discovery to Control

  March 26, 2026

  98% of enterprises have shadow AI. Only 30% have visibility. The 30-day discovery sprint using Defender for Cloud Apps, Purview, Entra, and Power Platform CoE Toolkit, with the 3-tier graduation framework.

• AI Governance Framework for Microsoft Enterprises: Operational Controls That Ship

  March 12, 2026

  An operational AI governance framework for Microsoft stacks. Six components, ISO 42001 alignment, EU AI Act readiness, and the Microsoft tools (Purview, Entra, Foundry, Agent Governance Toolkit) that make it work.