AIForbes Innovationabout 3 hours ago
Vertical AI Beats Horizontal for Real Advantage
1 min read
A Google analysis of 5,752 AI deployments across 2,385 public companies found horizontal AI layers had negative ROI between -5% and -14%. In contrast, 73% of domain-specific vertical AI deployments showed positive excess returns. Competitive advantage now comes from specialized constraints, not general AI tools.
Level
Hype check
Tap to vote and see what everyone thinks.
