Data Citizens Dialogues

Why AI is forcing us to rethink data governance culture

20 snips
Feb 10, 2026
Federico Frumento, Senior Data Governance Manager at Vodafone with 15+ years in data roles, champions governance as a business enabler. He explains reframing governance around commercial outcomes. He argues generative AI is catalyzing investment in data quality. He highlights flexible frameworks, cross-team collaboration and balancing risk with innovation.
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ANECDOTE

How A Bank Project Launched A Governance Career

  • Federico Frumento explains how he first entered data governance after implementing HSBC's global standard in Argentina.
  • That early project taught him ownership, quality, and the basics that shaped his career in governance.
INSIGHT

Governance As A Business Enabler

  • Federico reframes data governance as an enabler of business growth rather than just compliance.
  • He says compliance is part of governance but not its core purpose.
INSIGHT

GenAI Is The New Governance Accelerator

  • Federico identifies waves (BI, cloud, GDPR) that drove governance investment and calls genAI the current accelerator.
  • He believes GenAI creates a clear link between data quality and trustworthy AI outcomes.
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