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Future of AI Dallas · Industry Assumptions

More Industries

Every industry has assumptions. Which one should we challenge next?

01 · Before the internet

Pre-Internet

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

  1. Industries are organized around constraints: geography, labor, information, time and access.
  2. Expertise is concentrated in people, institutions and established processes.
  3. Coordination often depends on meetings, forms, intermediaries and manual handoffs.
  4. Business models are designed around the cost of producing and distributing information.
  5. Rules become normal because the technology available at the time makes them practical.
02 · The digital shift

Internet Era

What changed when information, communication and transactions moved online.

  1. The internet lowers the cost of communication, discovery and distribution.
  2. Platforms connect buyers, sellers, workers and information at global scale.
  3. Many physical processes gain digital interfaces, but their underlying workflow often remains familiar.
  4. Data becomes easier to collect and share across organizations.
  5. Customers begin to expect speed, transparency and self-service.
03 · The next assumption shift

AI Era

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

  1. Which rules exist only because human attention and expertise were scarce?
  2. Which intermediaries remain necessary when software can understand, decide and act?
  3. What becomes possible when services can be personalized at near-zero marginal cognitive cost?
  4. Which workflows should be redesigned rather than simply automated?
  5. What new rules, safeguards and human roles become more important as AI takes on more execution?

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.

Have a different perspective?

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

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