Posts by Amar Ravi

AI agents are only as reliable as the data they act on. As enterprises race to deploy AI, data quality has quietly become the deciding factor between success and costly failure.  The Problem Nobody Is Solving  Most AI conversations focus on models, compute, and speed of deployment. Far less attention goes to the data those models consume. Yet research consistently shows that data problems — not model limitations — are the primary reason AI initiatives…