ManagingAI.com

The AI advantage hiding in plain sight.

Strategic thinking for leaders who suspect the AI hype cycle is missing the point.

87%
AI projects fail to scale

The tools aren't the problem. The questions are.

↑3×
Cognitive load with AI tools

More capability, more complexity, more coordination cost.

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Entropy Enterprises. Independent analysis only.

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Latest Dispatches

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AIMusing Sep 5, 2025
The Incoherence of Corporate AI

Why Every Company’s AI Strategy Feels Like Throwing Spaghetti at the Wall There’s a peculiar performance happening in boardrooms across the world. Executives who couldn’t explain a neural…

The hype
isn't the
problem.
Acting on it is.

Every week another tool promises transformation. Another case study proves ROI. Another briefing shows the competitive risk of falling behind. ManagingAI is for the manager who reads that and asks: but what's actually true?

Counterintuitive. Skeptical. Grounded in how organizations actually work — not how the vendor deck says they should.

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From the Archive

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AIMusing Aug 9, 2025
What Job Are You Hiring AI to Do?

Throughout history, humans have been using tools to get jobs done. The “Jobs to Be Done” theory of innovation suggests that humans “hire” tools to get things done…

AIMusing Aug 2, 2025
The AI Coordination Crisis

If you thought managing people was challenging This is not ending well. As predicted by typical technology adoption patterns, AI is being deployed function by function in organizations,…

Throughput
AIMusing Jul 26, 2025
Constraints Based AI

Using AI Where It Makes a Difference Everyone has seen the amazing things that artificial intelligence can do, but this doesn’t necessarily translate into massive gains in productivity.…