Notes on AI that actually helps.

What we learn building AI tools for real businesses — written in plain language, with real examples. No hype, no names.

Strategy, costs & ROI

20 March 2026·5 min read

How much an AI agent project costs in 2026

Honest ranges, the hidden costs vendors gloss over, and why a monthly subscription beats a fixed-price project for agents that have to keep working.

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Strategy, costs & ROI

8 March 2026·4 min read

One formula on one line, one non-negotiable prerequisite, and the mistake that makes most AI ROI claims impossible to verify.

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Strategy, costs & ROI

15 January 2026·4 min read

Generic AI training courses produce certificates, not adoption. A 30-day plan where teams learn by working with real agents on real tasks.

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Strategy, costs & ROI

6 January 2026·5 min read

Buyers now ask AI assistants before they search Google. Generative Engine Optimization is how your company gets into those answers.

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