AI didn’t make Sales Engineers better. It made the job louder, faster, and more chaotic.
Most SEs are: 
- Overwhelmed by AI tools 
- Underprepared for discovery
- Stuck running feature demos
- Struggling to communicate at the executive level
- Working harder but not smarter

AI alone doesn’t fix that. Systems do.