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Future of AI Dallas · Industry Assumptions

Retail

What if every customer experiences a different store?

01 · Before the internet

Pre-Internet

Assumptions shaped by physical access, scarce information and manual coordination.

  1. Retail depends on physical locations, shelf space and broad merchandising decisions.
  2. Customers discover products through stores, catalogs and mass advertising.
  3. Pricing changes slowly and is mostly the same for everyone.
  4. Inventory decisions rely on historical sales and manager judgment.
  5. Sales associates provide most personalized product guidance.
02 · The digital shift

Internet Era

What changed when information, communication and transactions moved online.

  1. E-commerce removes geography from product discovery and purchasing.
  2. Search, reviews and recommendation engines shape what customers consider.
  3. Retailers can change prices and promotions much faster.
  4. Customer data enables segmentation and personalized marketing.
  5. Omnichannel shopping connects stores, websites, apps and delivery.
03 · The next assumption shift

AI Era

Questions worth debating when software can understand, generate, decide and act.

  1. Could every shopper have an AI buyer that searches, compares and negotiates on their behalf?
  2. Could merchandising become individualized rather than designed for broad segments?
  3. Could demand be predicted at product, location and customer level before purchase intent is visible?
  4. Could conversational AI replace much of search, filtering and product support?
  5. If AI agents choose products for people, who is the retailer really marketing to — the person or the agent?

Don't ask only
“What can AI automate?”

Ask what no longer has to be true.

The more useful question is often not how AI fits into today's workflow, but which part of today's workflow exists because humans previously had to search, interpret, coordinate, create or decide manually. That is the conversation Future of AI Dallas is designed to open up.

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Bring it to the room. October 29, 2026 · 6 PM–9 PM · The Constellation Club, Dallas.

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