Ai
237 posts filed under Ai.
The Dashboard Nobody Uses (EUR60K Lesson)
Three months of development. EUR60K in cost. Zero daily users. The most expensive screensaver I've ever seen.
Read →The Data Lineage Maturity Model (4 Stages)
You can't fix what you can't trace. Here's the 4-stage lineage maturity model.
Read →The Deployment Pipeline Concept Applied to Data Products
Your data team deploys to production the same way software teams did in 2008. Manually, nervously, with a 1000-step runbook nobody trusts.
Read →The Series B Rescue - Making Data Investor-Ready in 10 Weeks
Due diligence will find your data problems before you do. One company found out the hard way.
Read →Data Platform Teams Are Becoming Product Teams
Nobody adopts a pipeline. They adopt a product. That's what most data teams still don't get.
Read →The Compliance Incident That Cost a Giant Fine (And One Email)
They had microservices, a data lake, and Grafana dashboards for everything. They didn't have an answer to "where does this customer's data …
Read →The Data Platform Scaling Checklist (When to Evolve)
Scaling too late costs you 6 months. Scaling too early costs you 18.
Read →Communication Overhead Kills Data Team Velocity
You doubled your data team. Delivery got worse. Fred Brooks explained why in 1975.
Read →From EUR80K/Month Cloud Bill to EUR45K - The Optimization Sprint
This company cut their cloud data bill from EUR80K to EUR45K in 6 weeks. No functionality lost.
Read →The Five Ideals Applied to Data Teams
Gene Kim wrote The Unicorn Project about a developer trapped in bureaucracy. Data engineers live that story every day.
Read →