Insights

Michael Knight — Insights

Real-world operational systems,
AI implementation, and
workflow design.

Practical writing on workflow architecture, customer operations, and what actually happens when AI meets real business systems.

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The Biggest Challenge With AI Isn't the Technology
AI & Operations July 18, 2026

The Biggest Challenge With AI Isn't the Technology

AI can do extraordinary work and still fail operationally. The real challenge isn't model capability — it's ownership, guardrails, and escalation paths.

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Recent Insights

Latest Writing

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Systems Thinking May 27, 2026

The Real Problem Usually Isn't People. It's Systems.

AI is not magic. If your operations are disorganized, AI will scale the chaos just as fast as it scales productivity. That part doesn't get talked about enough.

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Topic Areas

What This Covers

Four areas, all grounded in actual implementation experience.

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1 post
AI & Operations

What actually happens when you implement AI inside real business operations.
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1 post
Systems Thinking

Operational architecture, process ownership, and how systems fail.
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Build Logs

Active rebuilds in real time — decisions, constraints, corrections.
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Customer Experience

CX as an operating system. Not a culture program.