Platform - Single Origin Blog

Understand and Simplify Data Complexity I: How Column Usage Unlocks Unique Insights

Aug 25, 2025 4 min read Platform

Today, data volume is exploding — along with redundancies, inefficiencies, and rising costs. The shift to multi- and hybrid-cloud environments adds even more friction for critical operations like data quality, governance, and compliance. At

Single Origin Platform, Part 3: Semantic Management Powers Novel Applications

Oct 19, 2022 9 min read Platform

In this series on the Single Origin platform, we will do a deep dive into how Single Origin helps data operators. This is part 3 of the series, looking at how Single Origin defines and implements a semantic management system.

Single Origin Platform, Part 2: Deconstructing SQL queries into Reusable Components

Oct 14, 2022 6 min read Platform

In this series on the Single Origin platform, we will do a deep dive into how Single Origin helps data operators. This is part 2 of the series, breaking down how we deconstruct a SQL query into reusable components with Single Origin's common definition model.

Throughlines: Tracing Data With Field-level Lineage, Part 2

Oct 11, 2022 9 min read Platform

Field-level lineage demonstrates the SQL transformation between the granular relationships across fields (properties of views, data entities, and dimensions) and columns (properties of datasets).

Throughlines: Tracing Data With Field-level Lineage, Part 1

Oct 6, 2022 3 min read Platform

Field-level lineage demonstrates the SQL transformation between the granular relationships across fields (properties of views, data entities, and dimensions) and columns (properties of datasets).