Model
59 posts filed under Model.
Your AI Initiative Is Blocked by Context, Not Tokens
The team bought more tokens. The agent still gave confident, wrong answers. The bottleneck was never compute.
Read →Ownership Vacuum After First Hire
The junior left in March. In May, marketing's dashboard broke and nobody knew who to call.
Read →Conway's Law Pipeline Silos
Two teams sitting in different Slack channels build two pipelines that compute the same metric.
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 →AI is writing data quality tests now. That's not replacing you-it's multiplying
AI is generating data quality tests now. Not replacing you. Multiplying what you can realistically cover.
Read →The Hybrid Governance Rollout: From Bottleneck to Balance in 12 Weeks
Every governance rebuild I've seen starts the same way: a team that over-corrected once, then over-corrected the other way, and is now tired …
Read →Status Quo Is Never Free: Why Your 'Do Nothing' Option Has the Biggest Hidden Price
"Do nothing" is never free. One client's "zero cost" status quo was burning 200K a year in workarounds nobody tracked.
Read →Wardley Mapping Your Data Stack (Build, Buy, or Outsource?)
Your custom Airflow setup is not a competitive advantage. Your customer analytics model might be.
Read →The RACI Nobody Wants to Fill In (And Why That's the Problem)
Everyone agrees on "data ownership." Nobody agrees on who actually owns what.
Read →2026 Data Hiring: From 'Find Unicorns' to 'Build Balanced Teams
The unicorn data engineer doesn't exist - but the balanced data team does.
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