Data Engineering Foundations Founders Should Not Skip
Warehouses, ownership, and definitions — so every dashboard is not a different version of the truth.
By Sana Qureshi
Feb 26, 2025·4 min read
Analytics dies when every team defines ‘active user’ differently. Agree on sources and names before you buy another BI tool.
Start here
- One warehouse: Operational DBs are for apps, not for ten competing reports.
- Owned metrics: A named person for revenue, activation, and churn.
- Freshness SLAs: A dashboard that is two days late is decoration.
#Data Engineering#AI#Machine Learning#Software Delivery#Automation
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