Is data governance still a thing?

Joseph Aoun - Data and AI solutions Director (UAE)
Joseph Aoun - Data and AI solutions Director (UAE)

By Joseph Aoun - Data and AI solutions Director (UAE)

In 27 August 2025

Fast-paced, pragmatic and deeply insightful. In this 15-minute bonus episode of The AI Social Club, host Margot Bletterie welcomes Joseph Aoun, Data & AI Solutions Director (UAE), to tackle a fundamental question:

Is data governance still relevant—or has it become a blocker in the race for AI-driven innovation?

The conversation explores how organizations can reconcile speed and structure, balancing the urgent push for AI adoption with the need for reliable and trustworthy data foundations.

Why it matters

In today’s AI-first environment, the pursuit of perfect data often delays valuable projects. At the same time, generative AI is redefining what “good enough” means for data quality.

For leaders, this raises a critical challenge:

  • Move too fast, and you risk building on shaky ground.

  • Move too slow, and you miss the momentum of AI innovation.

This episode offers a pragmatic view of how governance can evolve to support—not slow down—AI initiatives.

Key takeaways

1. Data quality vs. execution speed

Waiting until your data is “perfect” before launching AI projects is a trap. Joseph argues that real progress comes from action, not endless preparation.

2. Generative AI thrives on imperfect data

Modern AI models, especially Gen-AI, are surprisingly resilient. They can deliver value even with less-than-ideal datasets.

3. Metadata and context matter most

Rather than obsessing over completeness, organizations should focus on metadata, lineage, and definitions—context that makes data usable and trustworthy.

4. Start small, think big

Pilot use cases can generate quick wins. These early successes help justify governance investments and pave the way for scalable, long-term AI adoption.

If you are a data leader, AI practitioner, or innovation-driven executive, this episode will sharpen your perspective on governance.

[PODCAST] Joseph Aoun x Margot Bletterie 3

PODCAST

#2 Joseph Aoun - Is data governance still a thing?

Watch the 15-minute episode

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