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Thoughts on AI, automation, and building systems that actually work.

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The Real Cost of Moving Too Fast with AI

Speed matters. But in AI, the wrong kind of speed creates problems that are exponentially more expensive to fix later than to prevent upfront.

3 min read • Apr 6, 2026

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AI Strategy

Your AI System Should Survive a Model Update

New models ship every quarter. If your AI system is locked to one provider, every upgrade becomes a rebuild. Here is how to design for change.

3 min read • Apr 5, 2026

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Practical

Stop Picking AI Tools Before You Know the Problem

Every week, someone asks which AI tool they should use. The answer is always the same: it depends on the problem, and most have not defined it yet.

3 min read • Apr 5, 2026

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AI Strategy

Why AI Automation Fails Without a Clear Data Strategy

Most AI automation projects fail not because of the model but because of the data. A clear data strategy is the foundation that makes everything else work.

4 min read • Apr 5, 2026

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AI Strategy

Why Most AI Projects Fail Before They Start

The technology works. The problem is everything that happens before anyone touches it.

6 min read • Mar 5, 2026

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AI Philosophy

Human in the Loop: Why the Best AI Systems Still Need People

AI handles the volume. Humans handle the nuance. Here's why that balance matters.

5 min read • Feb 26, 2026

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Practical

How to Tell If Your Business Is Ready for AI Automation

Not every process should be automated. Here's how to figure out which ones should.

7 min read • Feb 18, 2026

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AI Strategy

Build to Adapt: Why Your AI System Shouldn't Be Locked to One Model

New models come out every month. If your system can't swap, you're already behind.

6 min read • Feb 10, 2026

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Practical

The AI Jungle: How to Find Your Starting Point

Everyone's talking about AI. Most companies don't know where to begin. Start here.

5 min read • Feb 3, 2026

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AI Philosophy

Good Enough Isn't Good Enough: Why Patience Makes Better AI Systems

The difference between a system that lasts and one that breaks is the willingness to rebuild.

4 min read • Jan 27, 2026