Blog

Field notes on AI agent governance.

Patterns and frameworks on Shadow AI, agent operations, and what production AI governance actually looks like.

• Governance•May 7, 2026

  AI Agent Governance Platform Comparison 2026: Why Architecture Beats Checkpoints

  The 2026 AI agent governance platform comparison most guides miss. Architecture vs. checkpoint, why it decides shadow AI, and where Microsoft Agent 365 fits.

• Shadow AI•May 5, 2026

  Shadow AI in 2026: How Personal API Keys Became the Biggest Untracked Risk in Your Data Stack

  Shadow AI in 2026 is not about banned tools. It is about personal API keys running production agents with no audit trail, no spend caps, no IT visibility.

• Governance•May 5, 2026

  Microsoft Agent 365 vs. Model-Agnostic Governance: When the Bundle Doesn't Fit

  Microsoft Agent 365 vs. model-agnostic governance: when bundled vendor governance fits, when it breaks, and how to pick the right architecture in 2026.

• Governance•May 5, 2026

  Microsoft Agent 365 Alternatives in 2026: A Buyer's Guide to Model-Agnostic AI Agent Governance

  Microsoft Agent 365 alternatives in 2026: evaluation criteria, vendor landscape, and when a model-agnostic, framework-neutral AI agent governance platform wins.

• Agent Operations•May 5, 2026

  AI Agent Testing in 2026: A Pre-Production Playbook for Non-Deterministic Workflows

  AI agent testing in 2026 is not pipeline QA. It is pre-production discipline for non-deterministic workflows. Here is the playbook.

• Governance•May 1, 2026

  Warehouse Monitoring in the Age of AI Agents: The Governance Problem Nobody Talks About

  AI agents are transforming warehouse monitoring, but ungoverned agents create audit, spend, and compliance failures. Here's how enterprise teams fix it.

• Governance•May 1, 2026

  Data Pipeline Monitoring in 2026: The AI Agent Governance Crisis Nobody Is Talking About

  Data pipeline monitoring is solved. The real crisis: nobody knows which AI agents are reading, transforming, or acting on your data. Here's the fix.

• Governance•May 1, 2026

  Anomaly Detection Data for Enterprise AI Agents: Why Catching the Signal Is Only Half the Battle

  Anomaly detection data means nothing without governance. Audit trails, approval gates, and spend caps close the loop your current AI stack leaves open.

• Shadow AI•May 1, 2026

  AI Agent Sprawl: Why Detection Is Too Late and Governance Is the Only Fix

  AI agent sprawl isn't a discovery problem, it's a governance vacuum. Learn how to prevent rogue AI agents before they start, not after they spread.

• Governance•April 30, 2026

  The Definitive Guide to Building an Internal AI Agent Registry That Governs Without Gatekeeping

  Build an internal AI agent registry that gives builders freedom and IT visibility. Spend caps, audit trails, approval gates, governance as rails, not.

• Shadow AI•April 30, 2026

  Shadow AI Isn't the Problem, Ungoverned AI Is: The Complete Enterprise Guide

  Shadow AI won't stop because you banned it. Learn why ungoverned AI is the real risk and how a sanctioned builder-first platform eliminates shadow AI for good.

• Agent Operations•April 30, 2026

  Model-Agnostic AI Platform: Why Model Flexibility Is the Easy Part (And Governance Is the Real Unlock)

  Most model-agnostic AI platforms let you swap models but still bottleneck who builds and what ships. Here's what actually separates them in 2025.

• Governance•April 30, 2026

  Data Observability for the AI Agent Era: The Complete Enterprise Guide

  Data observability has evolved beyond pipelines. Learn how enterprise teams govern AI agents with audit trails, spend caps, and approval gates, without.