Episode description:

In the first episode of The Operators by Duvo, David Cervinka sits down with retail advisor Giles Smith to review the first half of the retail and CPG season, Ballon d'Or style.

After a year Giles calls a "confidence crisis," the mood has shifted. Investment, senior hiring and large transformation projects are back. But the real story is where AI is actually delivering value: not the flashy, customer-facing demos, but the slow, manual back-office work that has always leaked time and money.

David and Giles get into getting the foundations right before AI, the three types of retailers (watchers, movers, and the middle), the move from pilots to production, why the CFO is now in the room early, governance and the idea of a "cockpit" for AI agents, and Giles's half-year hot list of companies to watch.

Honest, operator-real, and useful whether you build, buy, or advise.

Guest:

Giles Smith spent half his career in-house at large retail and consumer brands including Unilever, Burberry and Selfridges, and the other half advising and consulting across 20-plus retailers, always around technology, transformation and product. Innovation is the part he enjoys most, and he is a regular on the retail events and conference circuit.

In this episode

• Why last year's "confidence crisis" in retail is lifting, and the signals Giles reads (hiring, new projects, event traffic)
• The pressure to move AI from experiment to real results, and why the foundations have to come first
• Three types of retailers right now: the watchers, the movers, and the middle
• Why "speed" (faster processes, faster software) is a bigger AI win than any single conversion-boosting tool
• The unglamorous back-office work where AI pays off, and why it builds the strongest business cases
• Where to start, and why building everything in-house is a risk
• Moving from pilots to production, and the CFO's new role early in the process
• Governance, control, and the case for a "cockpit" to manage AI agents
• The shift from "watch my demo" to solving problems together
• Simplification and the return of build versus buy
• Giles's half-year hot list of companies to watch

Chapters

• 0:00 Welcome and the "Retail Ballon d'Or"
• 1:16 Meet Giles Smith
• 2:42 The biggest mood shift in retail this season
• 5:34 The pressure to implement AI, and fixing the foundations
• 6:59 Watchers, movers, and the middle
• 8:12 Why speed beats shiny tools
• 9:33 The "unsexy" back-office work where AI pays off
• 12:41 Where to start, and who to trust
• 15:46 From pilots to production, and the CFO's new role
• 19:31 Security, governance, and a "cockpit" for AI agents
• 23:49 The sales shift: from demos to problem-solving dinners
• 26:43 Simplification and the return of build vs buy
• 30:10 The half-year hot list
• 35:14 Predictions for the second half
• 37:19 Wrap-up and where to follow

Quotes

• "I described it last year as a bit of a confidence crisis in retail."
• "We've now got projects that used to take a year that now might take seven months."
• "A lot of the response has been about the unsexy things."
• "The retailers and brands that will lose quickest now are the ones that haven't got these table stakes in place."

Links

• Follow Giles Smith: https://www.linkedin.com/in/giles-s-5229871/
• Follow Duvo: https://www.linkedin.com/company/duvo-ai/
• Get in touch: https://www.duvo.ai/contact

Credits

The Operators is a podcast from Duvo, the AI operations workforce for retail and CPG. Hosted by David Cervinka.