Poor data quality undermining decisions

Decisions are being made on flawed data — stale comparisons, dirty inputs fed to AI, and forecasts disconnected from reality.

Analysis:

Data quality and validation tools for e-commerce — ensuring clean inputs for AI systems, accurate reporting, and reliable forecasting — are foundational. This is a horizontal data quality challenge with a vertical e-commerce application.