Healthcare AI post says broken workflows cause many failures
This Reddit post says many healthcare AI projects fail because no one owns the full workflow. The writer says intake, messaging, scheduling, and follow-ups often sit in separate systems. Even when AI works, people return to manual work because the surrounding system is disconnected.
Key points
- The post says healthcare AI often fails because the full workflow has no clear owner.
- It names intake, messaging, scheduling, and follow-ups as separate parts of the process.
- It says disconnected systems push people back to manual work.
- It suggests AI success depends on the system around it, not only the AI itself.
- For AI agent design, the useful lesson is to define the start, finish, and handoffs clearly.
Quick term guide
- workflow
- A repeatable set of steps for getting a task done.
- follow-ups
- Messages or actions you send after an earlier conversation so the work keeps moving.
- system
- Here, system means a repeatable way to use AI, such as steps, rules, or checks.
- AI agent
- An AI program that can inspect information and suggest what to do next.
- build
- A chosen set of in-game abilities or items a player equips for their character.
- bridge
- A piece of software that connects two different systems so they can talk to each other.
- release
- A published version of software that people can download or use.
- handoffs
- The defined moment and method by which one agent passes a task to the next agent in a pipeline.