Data Architecture & Strategy
89 posts filed under Data Architecture & Strategy.
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 6 Dimensions of Data Quality
Data quality has 6 dimensions. Most teams only measure 2. Here's what you're missing.
Read →Data Observability Practical Start
Data observability sounds expensive and complex. Here's how to start in one afternoon.
Read →Data Architecture Review - What's Actually Involved
A data architecture review uncovers hidden risks before they become expensive problems. Here's what mine covers and why most teams need one …
Read →Incremental Processing Pattern
Your nightly job reprocesses 10TB. Only 50GB changed. You're burning money and adding risk.
Read →T-Shaped Monitoring Model
Monitoring all your data equally is why you're drowning in alerts. Here's the smarter approach.
Read →Hybrid Governance Implementation
The 3-part governance model that actually gets adopted.
Read →Data Quality Testing Layers
Testing data quality after transformation is like tasting the dish after it's plated. Too late.
Read →Building data platforms for technology instead of teams
The data platform nobody asked for is the data platform nobody uses.
Read →Event-driven architecture coordination tradeoffs
You adopted EDA to reduce dependencies. You just traded runtime coupling for design-time coupling.
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