Data Architecture & Strategy
105 posts filed under Data Architecture & Strategy.
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.
Read →Data Architecture vs Data Engineering: What's the Difference?
Architects design the blueprint. Engineers build the system. Hire the wrong one first and you'll hire both twice.
Read →What Is Data Strategy for a 50-Person Company?
Your 50-person company doesn't need an enterprise data strategy. You need to answer five questions.
Read →AI-Ready Means Data-Ready
Your AI strategy won't save you if your data is a mess. Gartner says 80% of digital organizations risk failure without modern data …
Read →Data Mesh vs Reality - Why Silos Return
You decentralized your data team. Now you have 10 data silos instead of 1.
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