AI & automation · Practice guide

Use follow-up reminders to support human decisions

Illustrative situation

A clinic wants reminders for incomplete administrative work but staff worry the system will make decisions on their behalf. A reminder should prompt the right person to consider a task, not silently make the underlying decision. This distinction reassures staff and keeps the workflow aligned with the organisation's existing responsibilities.

Healthcare administration tools with a calendar tablet, organised correspondence and clock.
Save repeated work while keeping your team in control.

What this means for your practice

Define the automation as a task prompt with a named human owner. Keep clinical judgement and other authorised decisions in their established processes.

An example to discuss with your team

Use a fictional event requiring judgement; the system should create a review task rather than decide.

Healthcare workflow automation linking incoming messages, document processing and task review.
Keep the normal route and the exception route visible.
Healthcare AI review with a draft document, source folder, inspection lens and approval checks.
Verify suggested output against appropriate sources.

A practical conversation with your supplier

Use a fictional event requiring judgement and inspect what is created. The task should explain the question or check needed, its owner and any stop or escalation rule. Clinical and other authorised decisions remain in their established processes. The automation's value is helping the right work receive attention.

Plan the first improvement

Describe the event that creates a reminder and the human action it is meant to prompt. A task such as review the missing administrative detail should be clear about what is missing and who can decide the next step. Avoid labels that imply the automation has already judged the appropriate response. Give the owner access to the relevant context through the approved workflow, without copying unnecessary information into another task list. Agree when the reminder should stop, wait or reach a different responsible person.

Some work may be complete in another system, while other items remain open for a legitimate reason. Include both in the demonstration. Ask staff to explain several sample tasks in their own words: if they cannot tell what decision or check is required, the wording needs attention. Review unclear reminders as a design problem rather than assume colleagues need more training. The automation should make responsibilities easier to see while leaving authorised decisions where they belong.

How to check the result

Count tasks whose required human action is unclear.

Turn reading into a next step

Your action checklist

Work through these checks with your team or supplier. Tick the ones you have resolved and leave unknowns open.

Checks to discuss

Record what you know, what is still missing and the answer you need from your team or supplier.

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Further reading

These sources provide background for the topic. The practice examples and checklist are illustrative planning suggestions from Kay & Co.

Related guides

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