What AI-native actually means for a business that doesn't write code
Most businesses calling themselves AI-native are at level one of four. The gap between levels is the difference between accumulating tools and building something that compounds.
Ideas, insights, and opinion on technology for small business.
Most businesses calling themselves AI-native are at level one of four. The gap between levels is the difference between accumulating tools and building something that compounds.
Using AI everywhere isn't a strategy any more than not using it is. The businesses getting it right know exactly where variability lives — and how quickly they can move downstream into something predictable.
AI will tell you the answer whether it knows it or not. Understanding the structural blind spots — the things it genuinely can't know — is the difference between using AI well and being misled by it.
Every vendor will sell you a migration in an afternoon. They don't mention that your data is a mess — and that fixing it is where the real work lives.
Your Mac has had built-in dictation for years. No app, no subscription — just a setting you haven't turned on yet.
Nine months. That's how long a mid-market technology project typically takes. About the same time it takes to make a new human.