The original headline is "Three AI Business Models That Outlasted the Wrapper Era"

Short summary

Thin AI wrappers that simply marked up API calls to GPT-4 have largely died as model prices dropped and users migrated to direct tools. Three business models survived: vertical AI agents that own end-to-end industry workflows, self-hosted fine-tuned models leveraging proprietary data, and 'boring AI' that automates expensive back-office processes like payroll and compliance. The common thread is that defensible value comes from owning the workflow, data, or integration—not from the model itself.

• •AI wrappers died because model prices dropped, big models improved, and users stopped paying for standalone AI tools
• •Three surviving models: vertical AI agents, self-hosted fine-tuned models on proprietary data, and boring workflow automation
• •Defensible moat comes from owning workflow, data, or integration—not the model, which is a replaceable component

Generated with AI, which can make mistakes.