Perspectives: The No-BS Takes
Opinionated, hype-free stances on AI transformation: when to do it, when to wait, and how not to break what already works.
The Foundations and Concepts pages explain what AI transformation is and how its pieces work. This section is different. Here the wiki takes sides. A perspective page is a stance, not a definition. Read these when you want an argument to think with, especially one that cuts against the prevailing hype.
The Through-Line: Honesty Before Action
Most writing about AI assumes the only risk is moving too slowly. These pages insist on the risks nobody is selling you: spending before you understand your own business, getting talked into a templated answer, making fear-driven decisions that age badly, and damaging the trust and competence you already have. The companies that look smart in a few years will be the ones that were honest with themselves first.
- Get Clarity Before You Transform: get a ranked, ROI-backed map before you hire anyone.
- Not Every Company Needs AI: for many businesses the honest answer is "not yet."
- There Is No Templated Transformation: capability is worthless without placement in your specific business.
- Your Business Is an Object Model Whether You Know It or Not: map the nouns before you transform anything.
- AI Psychosis in the C-Suite: the biggest mistakes are made by leaders too far from the work.
- Transformation Done Wrong Breaks What Works: a clumsy rollout can subtract the value you already had.
- AI Now Decides Your Multiple: why genuinely embedded AI shows up in what a company is worth.
- Build a Business That Can Run Without You: leverage that lives in one person's head is fragile.
- How to Choose a Transformation Partner: and how to avoid being chosen by one.
How to Use This Section
There is no required order. Pick the argument that matches the decision in front of you. If you only read two, read Not Every Company Needs AI and Get Clarity Before You Transform: together they cover whether to act and how to act without getting fleeced.