“Your margin is my opportunity.” For Ryf Quail, that warning takes on a new meaning as AI agents begin to influence how media is bought, how consumers discover products and how retailers run their businesses. The technology is moving fast, but the real question is who controls it, how it’s being used and where the value ultimately lands.
In this episode of Commerce Media Matters, Ryf draws on his unique vantage point across the retail, media and technology industries to separate the hype from the shifts that are genuinely changing the market. From the rapid move from generative AI to agentic AI to the emergence of AI agents across retail operations, media buying and consumer shopping, he explores what’s happening now — and what businesses need to get right next.
But the AI conversation goes well beyond the technology itself. “The better way is beyond human cognition,” Ryf says of agents learning to optimise retail operations in ways people may not have considered. The opportunity is significant, but so are the questions around bias, infrastructure, data and whose interests these systems actually serve.
The conversation also takes a global view of commerce media. From the scale of the US and China to mobile-first commerce and super apps across Asia, Ryf explains why there’s no single model for retail media — and why understanding local consumer behaviour is critical. In markets such as India, quick commerce is reshaping the value exchange, with speed sometimes mattering more than price.
And closer to home, he challenges the industry to think differently about discovery, creativity and the customer journey. As AI increasingly influences which brands consumers find, being present at the point of discovery is becoming just as important as being present at the point of purchase. Yet as AI-generated content becomes more prevalent, the value of human creativity and genuine in-person connection may only grow.
In this episode, we discuss:
How quickly the AI conversation is shifting from generative AI to agentic AI — and why businesses are struggling to turn the technology into meaningful use cases.
How AI agents are beginning to reshape retail operations, media buying and the consumer shopping journey.
Why brands and technology providers need more than an AI label to stand out, and why the use case matters more than the hype.
How retail media and commerce media differ across the US, China, Australia and Southeast Asia, shaped by local platforms, consumer behaviour and digital infrastructure.
Why super apps, live commerce and quick commerce are changing how consumers discover, evaluate and buy products.
What digital-first retailers can teach traditional retailers about customer identity, first-party data and connected journeys.
Why brand discovery is becoming critical in an AI-mediated world — and what happens when your brand doesn't make the shortlist.
Why human creativity and in-person experiences still matter in an increasingly automated world.
What you'll learn from this episode:
Why AI is moving faster than businesses can keep up
Ryf describes how the industry conversation shifted from generative AI to agentic AI in a matter of weeks. He explores the challenge of turning that rapid evolution into practical business applications, and why the winners will be those who build the infrastructure and use cases to make the technology useful.
Why the real value of AI is in what it changes
From agents rethinking retail supply chains and inventory management to AI-powered media planning, the opportunity goes beyond automating existing tasks. Ryf examines how agents could reshape the way businesses operate — and why the expertise built into the tools will become a source of competitive advantage.
Why commerce media doesn't have one global playbook
The US, China, Australia and Southeast Asia have developed different commerce ecosystems, shaped by everything from retail structure to mobile adoption. Ryf explores why these differences matter, including how super apps, live commerce and quick commerce are creating new opportunities for retailers and brands.
Why connected customer journeys give digital-first retailers an advantage
Digital retailers have always operated in environments where customer interactions and transactions are identifiable. Ryf explains why that gives businesses such as Mecca and Baby Bunting an advantage when connecting content discovery, physical retail and online transactions — and what traditional retailers can learn from them.
Why discovery is becoming a competitive battleground
Consumers increasingly research and compare products before making a decision. As AI-powered search and shopping agents influence those choices, brands need to ensure their products, content and information can be discovered in the right context. If a brand isn't surfaced when a consumer is making their shortlist, it may never get the chance to convert.
Why human creativity still matters
AI can generate content at scale, but that doesn't automatically make the output effective. Ryf shares a telling example from his own family: younger consumers are already recognising and rejecting creative they perceive as AI-generated. As automation becomes more common, distinctive creative thinking and authentic human experiences can become even more valuable.
Big ideas from this episode:
From generative to agentic — in six weeks
The AI conversation can change almost overnight. The challenge isn't simply keeping up with the terminology; it's building the capability to turn new developments into meaningful outcomes.
“Your margin is my opportunity.”
As AI agents influence media decisions and commerce, whose interests are they serving? Ryf highlights the importance of understanding the incentives and potential biases built into the systems.
Commerce media has no single blueprint
The US, China and markets across Asia have very different commerce structures. Local platforms, digital behaviours and consumer expectations shape how retail media develops — and where the next opportunities emerge.
Discovery before the transaction
The consumer journey increasingly starts in content, recommendations and AI-powered search. Brands need to be discoverable where decisions are forming, not just where purchases happen.
The experience is the differentiator
Ryf points to Mecca as an example of a retailer connecting discovery, in-store experience and online replenishment. The store isn't simply a place to transact; it can be a reason to return.
Human connection in an automated world
AI may change how people work, shop and discover, but it doesn't remove the value of human creativity, shared experiences and face-to-face conversations. As more interactions become automated, those human moments may matter even more.
About the guest
Ryf Quail is Managing Director, APAC at Comexposium and the driving force behind NRF: Retail’s Big Show Asia Pacific. With more than two decades of experience across retail, media and technology, his career spans founding and successfully exiting digital media agencies, leading digital marketing and CRM for Deloitte across APAC, and building some of the region’s leading retail and ecommerce events. Ryf brings a broad perspective on business transformation, emerging technology and the changing relationship between media, retail and consumers.
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