Tarek Demir

Honestly, this reads like management overhead. The structure is fine but there's nothing that makes me think 'this will actually change my daily work.' For warehouse/operations folks, we need to see what's in it for the floor, not just executive summaries.

Too many slides will kill us. Keep it to what fits in a 20-minute attention window. That's maybe 8-10 slides max with visuals, not paragraphs. Cut the detail and leave handout material for after.

Let me be honest — when I hear 'AI revolution,' I wonder if this is another thing that's going to make my job more complicated without actually helping. The narrative needs to show it helps the floor, not just the executives. Right now I'm not sure who this talk is actually for.

I don't really care about numbers in a presentation. What I care about is whether this makes my shift run smoother. Numbers don't tell me that. If there are a lot of statistics, I tune out after the second one.

Floor supervisors and shift leads will be skeptical because we've seen tools get announced as 'simplifying' our work and then they add steps instead. Also anyone who has to explain this to their team after a 12-hour shift will be skeptical — they don't have time for new complexity.

Show, don't tell. Instead of talking about AI, show one specific example of how it helps a shift lead with a real problem. Something like scheduling or equipment allocation. Make it concrete. That's the only way to get operational people to pay attention.

My team will not answer if they think I can identify them. Show what changes next week, not a dashboard.