AI at scale: are your foundations ready?
What does it take to move from AI experimentation to real-world adoption, and where does sovereign AI fit into the picture?
In Episode 2 of Season 2 of Perspectives from the Edge, Andrew Dutton,Enterprise Sales & Marketing Director at SCC, joins Pulsant’s Wendy Shearer to explore the challenges businesses are facing as AI moves from experimentation into production and scale.
As AI adoption continues to move at speed, businesses are having to think beyond the technology itself. Data foundations, workload placement, hybrid infrastructure, security, resilience and sovereignty are all becoming increasingly important.
In this episode, Andrew and Wendy explore:
- Why businesses are still working out what AI means for them
- The challenge of moving AI from experimentation and pilots into production and scale
- How data residency, data governance and data protection are shaping the conversation around sovereign AI
- Why hybrid infrastructure is becoming increasingly important
- Why AI is both a board-level opportunity and a board-level risk
- How businesses can assess their AI readiness and prepare for investment
- The infrastructure behind AI and the role of data centres
- Common misconceptions around data centres, energy use and sustainability
- As AI moves into production, what do businesses need to get right to turn investment into meaningful business value?
- Watch the full episode to hear Andrew and Wendy discuss the infrastructure, data and organisational considerations shaping the future of AI and sovereign AI.
Timestamps
00:11 Introductions
02:14 AI adoption and the enterprise challenge
03:31 Simplifying complexity and working back from business outcomes
04:23 AI adoption across industries
05:53 Hybrid by design and workload placement
07:29 Data, governance and the role of sovereignty
08:22 Are businesses AI-ready?
11:32 Preparing for AI investment
13:11 What's coming next in AI?
16:00 The infrastructure behind AI
16:33 AI as a board-level opportunity and risk
17:42 Sovereignty, resilience and protecting data
18:40 Data centre myth busting
20:31 Data centre efficiency and sustainability
22:28 Closing thoughts
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