Blog

Insights on agentic AI, SMB automation, and the future of the back office.

FeaturedAug 1, 2026

Your AI Agent Should Never Hold Your Credentials

Most AI agents are handed a credential and left to use it. That single design choice turns prompt injection into privilege escalation and leaves nowhere to put a control. Here is the architecture that removes the credential from the agent entirely, and the six questions to ask any vendor.

AI StrategyGovernanceEnterprise AI

AI StrategyJul 16, 2026

Agent Washing: Why Gartner Says 87% of "Agentic AI" Vendors Are Lying to You

Gartner estimates only ~130 of thousands of self-described "agentic AI" vendors are genuinely agentic. The rest are chatbots in costumes. Here's how to spot agent washing and why it's costing SMBs real money, real time, and real security.

AI StrategyJun 11, 2026

67% of CIOs Can't Control Their AI Agents. IBM Just Proved It.

IBM surveyed 2,000 CIOs and CTOs. 67% say they can't fully control what their AI agents do. Only 11% have governance in place. Here's what the 25% who closed the gap did differently — and why governance is an architecture requirement, not a compliance checkbox.

["AI Strategy"May 15, 2026

Your AI Agent Just Ran Up a $47,000 Weekend Bill

A startup's AI agent looped for 11 days without a single alert. The bill: $47,000. This is not a horror story about bad luck. It is a governance story about what happens when autonomous agents run without hard limits. Here is what Outermind built to make sure it never happens to you.

["AI Strategy"May 7, 2026

Your AI Agent Has a Shadow. Okta Just Found It.

Okta's April 30 launch of Shadow Agent Discovery validates what we've been saying since day one: the governance problem in agentic AI is the central challenge of the entire category. Identity is necessary, but not sufficient. Here's why bolted-on governance always loses to built-in.

AI StrategyMay 1, 2026

The Week Everything Changed for AI Governance

Microsoft Agent 365 GA and Okta's AI governance platform validate that autonomous agent governance is now a product category. Here's what the headlines are missing.

IndustryApr 15, 2026

The 94% Problem: Why Every Company Deploying AI Agents Is Losing Control

94% of organizations say AI sprawl is increasing their complexity, technical debt, and security risk - yet 96% are already running agents. Here's why governance-first architecture is the only way to win the agentic AI era.

ProductApr 12, 2026

How We Built an AI Memory System That Learns While It Sleeps

Every AI agent on the market today has the same fatal flaw: it forgets. Here's how Outermind built a four-layer memory architecture - including an overnight Dream Cycle - that gives AI agents the ability to genuinely learn and improve over time.

Apr 7, 2026

Why AI Agents are Replacing the Data Warehouse

Data warehouses were built to solve a specific problem. But AI agents are replacing them entirely. Here's why SMBs never needed them in the first place.

AI StrategyApr 1, 2026

Your AI Chief of Staff Just Showed Up for Work

What does an AI Chief of Staff actually do on Day One? Not a demo. Not a pitch. A real account of the first 24 hours — the audits run, the emails drafted, the decisions made, and the cognitive architecture that made it possible.

AI StrategyMar 31, 2026

Your AI Agent Has Permission to Act. But Who Gave It?

The promise of autonomous AI agents is simple: they do the work so your team doesn't have to. But when your AI agent posts a comment, sends a message, or runs a query on your behalf — who actually authorized that action? This is the trust gap at the center of enterprise AI adoption.

MSPMar 25, 2026

MSP Automation in 2026: What AI Agents Can Actually Do Inside Client Tenants

After a decade building products for the M365 MSP ecosystem, here's what's real, what's still hype, and where the actual ROI sits for managed services automation in 2026.

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