Ai
201 posts filed under Ai.
The Destabilizing Effect of Constant Org Chart Shuffle
Only 23% of reorganizations achieve their objectives. The other 77% just reset the clock.
Read →Data Mesh vs Reality - Why Silos Return
You decentralized your data team. Now you have 10 data silos instead of 1.
Read →We Shipped Fast. We Paid Slowly
The problem isn't shipping fast. It's not being able to fix fast.
Read →The Data Trust Paradox - Why 67% Don't Believe
Data trust is asymmetric. You lose it fast. You earn it slowly.
Read →Technical Debt Is Like Credit Card Interest - It Compounds
Think of technical debt like a credit card. Your data platform maxed it out years ago. Your engineers? They're stuck paying the minimum …
Read →Data Consultancy vs Data Products - The Expensive Confusion
A data team that only consults will never scale. A data team that only builds will never be used.
Read →What Is a Data Architect?
Data engineers solve problems. Data architects help decide which problems are worth solving.
Read →Why Your AI Project Failed at the Data Layer
Rule of thumb: AI success is 20% model and 80% data infrastructure.
Read →Hero Dependency: Why Your Best Work Makes You Replaceable
The best proof of your value is a team that doesn't need you anymore.
Read →Shadow Data Costs Your Team 8-9 Hours/Week
Your team can lose 8-9 hours/week to shadow data. And they actually don't call it that.
Read →