Give every workflow an owner
Someone should know how the system works, what good output looks like, and how to pause it. Ownership belongs with the people responsible for the process, not only the person who configured the tool.
Keep approval meaningful
An approval step is useful when the reviewer sees the original input, the proposed output, and any missing information. Avoid designs that make approval a blind click.
Use only the access the task needs
Begin with a limited source set and separate test data. Confirm the provider’s current settings for retention and data use before adding business information. Keep passwords out of prompts and shared documents.
Design for uncertainty
A useful assistant says when the source does not answer the question. It identifies conflicting information and offers a path to a person. Confidence in its wording is not evidence of correctness.
Make exit possible
Keep your account ownership, document the workflow, and retain a manual fallback. Your team should be able to understand the system and stop it when it no longer serves the work.
Exovara field notes · Educational guidance. Examples are illustrative.
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