Model
66 posts filed under Model.
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 →Horizontal vs Vertical Scaling
Vertical scaling is adding RAM. Horizontal scaling is adding servers. One has a ceiling. One doesn't.
Read →Incremental Processing Pattern
Your nightly job reprocesses 10TB. Only 50GB changed. You're burning money and adding risk.
Read →Waiting for LLMs vs Waiting for Compilation
We spent a decade optimizing compilation times. Now we're staring at an LLM spinner doing the exact same thing.
Read →T-Shaped Monitoring Model
Monitoring all your data equally is why you're drowning in alerts. Here's the smarter approach.
Read →Managers Overseeing 3X More People Than 2017
The average data team manager is overseeing nearly 3X more people than in 2017. Something has to give.
Read →Hybrid Governance Implementation
The 3-part governance model that actually gets adopted.
Read →Hybrid Data Governance
Your governance is either a bottleneck or ignored. The data says 80% of companies can't find the middle ground.
Read →The Alignment Tax: What Misalignment Costs Per Sprint
Your team's velocity isn't slow because they're bad. It's slow because they're building the wrong thing right.
Read →The AI Readiness Checklist Nobody Uses
Every company has an AI roadmap. Almost none have passed their own readiness checklist.
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