Direct answer
Use an AI chatbot for interactive questions, workflow automation for fixed rules, and a scheduled AI assistant for recurring knowledge work that must read changing sources and return a reviewable result.
Choose based on the job, not the label
Product categories overlap, so start with the work. Ask who initiates it, how often it repeats, whether the source material changes, and who must approve the result.
A consistent comparison
| Question | AI chatbot | Workflow automation | Scheduled AI assistant |
|---|---|---|---|
| Does it wait for a person? | Usually | No | No, once the job is saved |
| Handles changing documents? | Yes, when supplied | Only with explicit rules | Yes, within approved sources |
| Best output | Interactive answer | Predictable system action | Recurring reviewable result |
| Main risk | Prompt babysitting | Brittle rules | Unclear boundaries or review |
When chat is the better choice
Choose chat when the question is new, the conversation itself helps define the answer, or you do not expect the task to repeat. Turning every useful prompt into an automation creates maintenance without a clear return.
When scheduled AI is the better choice
Choose scheduled AI when you can describe the source, timing, output, and approval rule once. The best signal is repetition: if you keep reopening the same sources to make the same kind of decision, the job may be ready.
Where Chip fits
Chip is built for recurring jobs such as morning briefs, meeting preparation, research summaries, and watchdogs. It is for one person. Listening Post handles shared company workflows that need team ownership and approvals.
Questions buyers ask
Is a scheduled AI assistant the same as a chatbot?
No. A chatbot is primarily interactive. A scheduled assistant stores the job and runs it again without another prompt.
Can workflow automation and scheduled AI work together?
Yes. Fixed rules can move data or trigger a job, while AI handles changing source material and produces a reviewable result.
Is Chip for teams?
Chip is a single-user product. Listening Post provides company-level workflows, ownership, and approval controls for teams.
Sources and current product pages
Give Chip one recurring job.
Start with one task. Its scheduled runs and retries remain free for the life of your account.
Give Chip a job