Data Product
21 posts filed under Data Product.
Data Product Canvas Update For AI Consumers
Your newest data consumers don't file tickets. They're AI agents, and they break differently.
Read →The Data Product Canvas (One-Page Definition)
An empty "consumers" field is the signal to deprecate the asset. Most teams ignore it.
Read →Data Platform Maturity Model (5 Stages)
Your data platform is at stage 2. You're copying stage 5 patterns. That's why it's breaking.
Read →Data mesh is an org design pattern. Here are the 5 things you need before you st
Data mesh is an org design pattern. Here are the 5 things you need before you start.
Read →This company piloted Data Mesh with 2 domains in 6 months. Here's what worked (a
This company piloted Data Mesh with 2 domains in 6 months. Here's what worked (and what didn't).
Read →CAP Per Workload: Why One Consistency Model Doesn't Fit Your Whole Platform
Treating finance and customer analytics like the same workload is how you end up with a platform that serves neither well.
Read →The Rise of Data SRE: Reliability Engineering for Data Platforms
Your data pipelines run in production. But nobody treats them like production systems. That's about to change.
Read →The Incremental Migration Strategy (Strangler Fig Pattern)
You don't migrate a data platform in one go. You grow the new one around the old one.
Read →The Metadata Moment: When 'Where Is This Data?' Costs You Two Engineers
Two full-time equivalents on your data team do nothing but answer questions all day.
Read →The Data Product Roadmap Template (3 Horizons)
Your data roadmap is a wishlist - here's the 3-horizon framework that turns it into strategy.
Read →