S5 | Ep 48 | Building AI for AI: How Trust Models and Data Marketplaces Are Changing the Game with Susan Laine, Chief Technology Officer (Data) at Quest Software

Driven by Data: The Podcast

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7d ago 57:15

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In Episode 48, of Season 5 of Driven by Data: The Podcast, Kyle Winterbottom was joined by Susan Laine, Chief Technology Officer (Data) at Quest Software, where they discuss the concept of building 'AI for AI', which includes;

The state of data in the AI era and why garbage in equals disaster out
How ‘AI for AI’ is helping organisations manage data at scale and speed
Where AI is being used to optimise AI and why that matters
Why most AI POCs still don’t make it out of production and what to do about it
Balancing the race for speed with the realities of trust, governance, and risk
Building a modern data trust model looks like and why it’s critical for AI success
The key metrics that matter most when measuring trust in data
The rise of the data marketplace and what it means for data sharing and adoption
How data management convergence is changing the game for modelling and intelligence
How user feedback loops are helping to mature data products over time
Why context and semantic layers are essential for AI you can trust
How GenAI is reshaping how we build and scale data products
The structural and cultural shifts AI is triggering across data teams
The changing roles and skillsets needed to succeed in AI-led data teams
Why building your own capability is slowing you down and what to do instead
Three smart steps to build trusted, scalable AI and data capabilities today

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