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Shifting Left: How Data Contracts Underpin People, Processes, and Technology

Blog post from Confluent

Post Details
Company
Date Published
Author
Andrew Jones
Word Count
2,151
Company Posts That Month
13
Language
English
Hacker News Points
-
Post removed?
No
Summary

The text discusses the importance of shifting left in data management, where tasks traditionally performed later are moved earlier to improve efficiency and reduce risk. This approach addresses data quality, structure, and governance at the point of creation, minimizing downstream errors and improving trust in data. To achieve this, organizations need to address people, processes, and technology, including establishing processes that make sharing data the standard, using data contracts, and leveraging a data platform team to provide the necessary tools and infrastructure. The text highlights the benefits of shifting left, including improved quality, reliability, and usability across teams, as well as unlocking new opportunities for AI, machine learning, and data-driven decision-making.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
Platform Engineering 5 359 62 37 +60%
Real-time 5 6,887 1,132 212 +49%
AI Agents 1 2,161 387 128 0%
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