Goplex

Practical writing on product, data and AI.

Short essays for founders and leaders who want clarity over hype.

01

AI Strategy

6 min read

The AI upgrade path.

Companies don't adopt AI in one move. They climb: learn, equip, transform, productize. Knowing your stage tells you what to do next; and what help is worth buying.

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02

AI Strategy

7 min read

The three diamonds of AI value.

Most AI programs do not fail inside the work itself. They fail in the gaps between problem discovery, solution design and value realization.

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03

AI-Native Organizations

8 min read

AI Changed the Bottleneck, Not the Need for Product Discipline

AI-assisted development shifts the constraint from implementation capacity to product judgment, context quality and validation. Teams still need discipline; it just has to move upstream.

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Also in preparation

More essays coming.

Upcoming pieces will be published here as they are written. No filler. No recycled AI hype.

  1. 01Why most AI projects fail before they start
  2. 02Data products vs dashboards
  3. 03How SMEs can benefit from AI without building their own models
  4. 04The future of AI-native organizations