Insights
Make the category easier to understand.
Practical guidance for teams deciding what AI should handle, what people should approve and where ordinary automation is still the better answer.
Category guide
AI operator vs AI assistant
The difference between answering a question and owning a bounded piece of work.
Read guide02Comparison
AI operator vs workflow automation
When fixed rules are enough and when the work needs context, exceptions and human review.
Read guide03Governance guide
Human-in-the-loop AI workflows
Where approval gates belong and how to keep responsibility visible.
Read guide