Topics covered
This outline highlights the key tensions businesses and investors face in 2026.
The program may evolve.
Titles may change.
The program may evolve.
Titles may change.
- How AI Is Crushing Your MarginsClients say, “We’ll just do it with AI.”
Agencies slash prices 3x.
Do you cut your rates — or rebuild your model?1 - AI Saves Time.
It Also Kills Trust.Automation scales.
But when does it make you invisible?
Efficiency is easy. Loyalty isn’t.2 - Don’t Fund These AI StartupsIf it’s just a wrapper on someone else’s API, it’s not a company.
No moat. No control. No leverage.3 - Is AI Making Your Team Dumber?Ban it — you fall behind.
Allow it — people stop thinking.
Who do you cut?
Who do you upgrade?
Who needs a new role entirely?4 - The AI Subscription Mess20 tools. Same output.
Disconnected platforms. Broken data.
You didn’t deploy AI.
You built a tech bill.5 - AI Risk Is Outpacing Your RevenueOne bad output.
One copyright issue.
One data breach.
Who’s accountable?6 - Who Owns Pricing Power in the AI Era?If everyone has AI, production costs are low.
If production is cheap, expertise is cheap.
So what are you actually selling now?7 - Who Owns the Data Owns the BusinessYou’re feeding models.
But whose models are they?
If your workflows live inside someone else’s AI stack,
you don’t own the intelligence layer.8
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Alan B. Levan | NSU Broward Center of Innovation
April 11, 2026
3100 Ray Ferrero Jr Blvd 5th floor, Davie, FL 33314
3100 Ray Ferrero Jr Blvd 5th floor, Davie, FL 33314