Data Bricklaying Diary

Jul 21, 2026 · Artificial Intelligence

Building High-Quality AI Datasets: From Business Scenarios to Semantic Data Products

This article outlines a six-step methodology for building high-quality AI datasets as semantic data products, starting from business scenario definition through semantic modeling, evidence mapping, task-specific processing, multi-dimensional validation, and continuous iteration via runtime feedback.