The AI Readiness Gap: Is Your Data an Asset or a Liability with IBM’s Marcela Vairo

Enterprise leaders are racing to deploy generative AI, but most overlook a critical foundation: data readiness. Despite bold ambitions, less than one-third of technology leaders believe their data is prepared to support AI at scale.  Marcela Vairo, IBM’s Vice President of Data and AI for the Americas, joins The AI Forecast to explore one of the most persistent challenges in enterprise AI: why strong data foundations remain the exception, not the rule. Drawing on more than 25 years at IBM, Marcela shares how organizations can close the gap between aspiration and execution through effective data governance, integration, and trust. She explains why governance isn’t a checkbox—it’s an enabler—and how companies can scale AI responsibly by building the right architecture, managing bias, and embracing data quality as a strategic asset.   Stay in touch with Marcela: LinkedIn: https://www.linkedin.com/in/marcela-vairo/    +++   Like and subscribe to The AI Forecast to stay up to date on the latest episodes. You can watch the video version of this episode on The AI Forecast YouTube page.