Name the work first
A team can spend weeks comparing tools without deciding what needs to improve. Start with a repeatable task: summarizing a research packet, preparing a first draft or organizing common customer questions.
Describe the current workflow, the time it takes and the standard an acceptable output needs to meet. That gives you a way to judge whether a tool is useful.
Keep a person responsible
AI output can be incomplete, inaccurate or unsuitable for the situation. Decide who reviews it, which facts require checking and when the work should move to a person with relevant expertise.
Set boundaries around the information employees can enter. Use tools and data practices approved by the organization. A faster process is not a better process if it creates an avoidable information or quality problem.
Pilot a workflow, then decide
Choose a bounded task, a small group and a review period. Compare the time, revisions and quality with the existing process. Include the effort required to check the output.
Use what you learn to refine prompts, instructions and review steps. Expand only when the workflow makes sense for the people using it. Training should explain both how to use the tool and how to recognize when its answer is not good enough.
A question to take back to work
Which recurring task is consuming time—and what would a safe, acceptable result look like?