Tag: ai-governance

20 posts tagged with "ai-governance"

• Foundry Hosted Agents Finally Get Network Egress Controls: Put Them on Default-Deny Today

  October 21, 2026

  Azure AI Foundry's hosted agent egress preview confirms agents are untrusted workloads. Here is the default-deny posture to ship, and the rule pattern that works.

• The APIM AI Gateway Tier Is Microsoft Admitting LLM Traffic Broke Your Gateway

  July 30, 2026

  Azure APIM's AI Gateway tier concedes that request-based governance fails for LLM traffic. What's genuinely new, what's repackaged, and when to adopt.

• Why Uniform Agent Governance Fails: A Six-Pattern Estate Audit

  July 17, 2026

  Uniform agent governance breaks at scale, and Microsoft's six-pattern guidance reads like a concession. A four-step audit that tests your own agent estate for it.

• AB-100 Decoded (2026): What the Agentic AI Architect Exam Tests

  July 11, 2026

  AB-100 replaces four retired Microsoft business-apps certifications. What the agentic AI architect exam tests, its prerequisite gate, and how to prep.

• Microsoft's Frontier Company Pitch: The ROI Fine Print and Lock-In

  July 2, 2026

  Microsoft's Frontier Company pitch decoded: what Purview, Defender, and Foundry actually deliver, what the ROI language demands, and where the lock-in hides.

• Azure OpenAI Cost Optimization: Routing, Token Budgets, CI/CD Gates

  June 30, 2026

  Spend caps tell you when you have already lost. Engineer Azure OpenAI cost up front: token attribution, model routing, context budgets, PTU sizing, CI/CD gates.

• Runtime AI Governance on Azure: Make the AI Gateway Your Control Plane

  June 30, 2026

  Most Azure AI governance lives in documents auditors see through. A mandatory AI gateway makes it runtime architecture: three planes, four gaps, a phased rollout.

• When Not to Build an AI Agent: A 5-Question Test (2026)

  June 18, 2026

  Before you build an AI agent, run five questions. When a flow, a query, or nothing at all beats an agent, with worked examples and the agent tax to budget.

• Your AI Agent Project Is Really a Data Project: The Data-Prep Tax

  June 18, 2026

  AI agent projects are really data projects. Why data preparation and upkeep, not the model, decides whether an agent ships, and how to scope the data work first.

• AI Cost Governance in 2026: The Spend Caps That Don't Actually Cap

  June 17, 2026

  AI cost governance in 2026: the budget you reach for first only alerts, it never stops. A vendor-by-vendor playbook on which AI spend controls hard-stop and which just notify.

• Microsoft's Agents Hub Decoded (2026): The Frameworks and the Gaps

  June 17, 2026

  Microsoft's new Agents hub formalizes agent architecture, archetypes, a maturity model, and evaluation. An architect's read on what it still leaves to you.

• 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.