AI that can read your workflow is a demo.
AI that can act inside your logged-in apps is a product.
The real gap isn't cloud vs local. It's whether the model has write access to Gmail, Slack, or your CRM without turning every action into a guess.
Read is cheap.
Write is the trust boundary.
This is where agents stop being toys and start being risky. Most AI tools today are glorified search bars. The moment they get write permissions across your stack, you're betting your business on their accuracy.
No one's solved the trust layer yet. That's the alpha.
AI that can act inside your logged-in apps is a product.
The real gap isn't cloud vs local. It's whether the model has write access to Gmail, Slack, or your CRM without turning every action into a guess.
Read is cheap.
Write is the trust boundary.
This is where agents stop being toys and start being risky. Most AI tools today are glorified search bars. The moment they get write permissions across your stack, you're betting your business on their accuracy.
No one's solved the trust layer yet. That's the alpha.