A Single Source of Truth (hashtag#SSoT) is critical for organizations that want to unlock the full potential of their data. But how do we get there? Let’s break it down:

๐’๐ญ๐ž๐ฉ ๐Ÿ: ๐”๐ง๐๐ž๐ซ๐ฌ๐ญ๐š๐ง๐ ๐ญ๐ก๐ž ๐œ๐ฎ๐ซ๐ซ๐ž๐ง๐ญ ๐ฅ๐š๐ง๐๐ฌ๐œ๐š๐ฉ๐ž ๐š๐ง๐ ๐‘๐ž๐ช๐ฎ๐ข๐ซ๐ž๐ฆ๐ž๐ง๐ญ๐ฌย ๐Ÿ”
โžก First, identify existing data sources, assess their quality, and understand the processes involved. Also, determine which functionalities, features, regulatory requirements, and capabilities are essential to meet your organization’s goals and stakeholder needs.

๐’๐ญ๐ž๐ฉ ๐Ÿ: ๐‹๐š๐ฒ๐ข๐ง๐  ๐จ๐ฎ๐ญ ๐ญ๐ก๐ž ๐๐š๐ญ๐š ๐ฆ๐จ๐๐ž๐ฅ๐ฌย ๐Ÿ“
โžก Secondly, the logical data model is created, which serves as the blueprint for organizing your data within the deliverable. Then the physical model is developed, which provides more granular details that represent the actual implementation.

๐’๐ญ๐ž๐ฉ ๐Ÿ‘: ๐“๐ž๐œ๐ก๐ง๐ข๐œ๐š๐ฅ ๐ซ๐ž๐ช๐ฎ๐ข๐ซ๐ž๐ฆ๐ž๐ง๐ญ๐ฌ ๐š๐ง๐ ๐š๐ซ๐œ๐ก๐ข๐ญ๐ž๐œ๐ญ๐ฎ๐ซ๐ž ๐๐ž๐ฌ๐ข๐ ๐ง ๐Ÿ“
โžก With the groundwork laid with all the requirements and data models, the goals need to be translated into technical requirements and the technical infrastructure.

๐’๐ญ๐ž๐ฉ ๐Ÿ’: ๐๐ฎ๐ข๐ฅ๐ ๐๐š๐ญ๐š ๐ฉ๐ข๐ฉ๐ž๐ฅ๐ข๐ง๐ž๐ฌ ๐š๐ง๐ ๐๐š๐ญ๐š ๐ฌ๐ญ๐จ๐ซ๐š๐ ๐ž ๐Ÿ—๏ธ
โžก After all the hard planning work, it is time to build the data pipelines that will deliver the data to the storage location. Once this step is complete, the SSoT is ready to be used by your data scientists and analysts! However, it’s important not to overlook key aspects such as data quality controls, access, pricing, and governance.

Together, we’ll unlock the full potential of your organization’s data and empower you to make informed decisions with confidence.

Our team of data engineers has helped numerous clients build and leverage a Single Source of Truth in their organization. ๐ŸŽฏ

Curious about how they can help you do the same? Learn more here:ย  ๐Ÿ”— https://lnkd.in/ecK3Tf4e

hashtag#SingleSourceOfTruth hashtag#DataPipelines hashtag#DataSolutions