LLSC Documents and Publications Documents and Publications written by the LLSC team https://hdl.handle.net/1721.1/152929 2026-04-12T07:43:23Z 2026-04-12T07:43:23Z Simple Data Architecture Best Practices for AI Readiness Gadepally, Vijay Kepner, Jeremy https://hdl.handle.net/1721.1/152932 2023-11-10T03:54:30Z 2023-11-09T00:00:00Z Simple Data Architecture Best Practices for AI Readiness Gadepally, Vijay; Kepner, Jeremy AI1 requires data. A core requirement for AI techniques to be successful is high quality data. Hence, preparing systems to be “AI Ready” involves collecting raw data and parsing it. There are simple techniques that can be applied during initial parsing of raw data that can dramatically reduce the effort of applying AI. This document provides a short list of a few best practices for preparing the data. 2023-11-09T00:00:00Z