Posts by Amar Ravi

AI agents are only as reliable as the data they act on. As enterprises race to deploy AI, data quality for AI has become the deciding factor between success and costly failure.  Why Data Quality Matters for AI Initiatives Most AI conversations focus on models, compute, and speed of deployment. Far less attention goes to whether the data those models consume is AI-ready data. Yet research consistently shows that data problems, not model limitations,…