AI & automation · Practice guide

Keep automated task lists manageable

Illustrative situation

An automation creates more tasks than the team can review and older items disappear below new arrivals. A queue that grows faster than staff can review it becomes a hidden backlog. Automation should help prioritise work through your approved process, with older and unassigned items remaining visible below new arrivals.

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

Agree how work is prioritised and who reviews unresolved items. Priorities should reflect the organisation's approved process rather than arbitrary software defaults.

An example to discuss with your team

Create a test backlog containing older unresolved items.

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

Create a sample backlog containing an old unresolved task and several fresh ones. Can the reviewer see what needs attention and why? Agree ownership and review frequency before increasing volume. Repeated low-value tasks may indicate that creation rules need changing rather than that the team needs more reminders.

Plan the first improvement

Estimate the work created by the automation using a normal period and a plausible busy period. Then ask the team responsible for review whether the proposed list is manageable alongside their other duties. If it is not, revisit the creation rules and priority decisions before increasing reminders. Each task should have a purpose, an owner and enough context for the next action. Separate older unresolved work from fresh arrivals in the view so the list cannot hide an accumulating tail.

Your responsible team should decide priority rules, including how staff can challenge a classification. Review tasks that are repeatedly closed without action: some may be legitimate checks, while others may add no useful work. Also inspect unassigned items and those passed between owners. These patterns can show unclear responsibility rather than insufficient capacity. A useful queue helps the practice make decisions about work and resources; it should not turn every possible event into another obligation by default.

How to check the result

Measure unresolved work and avoidable automated task volume.

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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