The Vertical-Agent Moat Is Workflow Data, Not Models
The defensibility of a vertical AI agent doesn't come from the model it calls. Foundation models are rented, swappable, and increasingly com
J. Okafor · Jun 23, 2026 · 13 min
#vertical agent moat
4 articles tagged "vertical agent moat".
Why Vertical Agents Beat Horizontal Platforms (And When They Don't)
The short version: vertical AI agents win because the hard part of agentic work isn't the model, it's the messy, specific, regulated last m
M. Hale · Jun 2, 2026 · 15 min
When a Horizontal Platform Eats Your Vertical Agent
The biggest threat to a vertical AI agent isn't a copycat startup in the same niche. It's the horizontal platform one layer below you adding
E. Marchetti · Mar 6, 2026 · 15 min
Vertical Agents and the "Last Mile" of Domain Expertise
The hard part of building a vertical AI agent isn't the model. It's the last 20% of domain knowledge that lives in nobody's documentation: t
R. Devi · Feb 22, 2026 · 12 min