Data Silos and Platform Lock-InData Silos and Platform Lock-In

Data generated in one service mostly remains on that platform's servers and in its proprietary schema. Even when a download function exists, the data is hard for other services to interpret or reuse immediately, and data pipelines that depend on external APIs are fully exposed to changes in the platform's policies, terms of use, access restrictions, costs and quality.

SATI records meaning, basis, confidence level, consent scope and expiry conditions from the moment data is first created in the core app. This is Data Origination: unlike approaches that move data that already exists, it designs quality and rights structures at the point of creation.