AI & automation · Practice guide

Plan automation costs and capacity for busy periods

Illustrative situation

A workflow works in a small demonstration but stops when its platform allowance or execution limit is reached. A small demonstration may hide the cost or delay caused by busy periods. Some platforms count several actions for one enquiry, so business volume and platform usage may differ. Ask the supplier to explain the relevant allowances using your expected workload.

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

Ask the supplier which usage limits apply and what they mean for staff. Estimate normal and busy-period activity using verified plan details, including what happens to work when a limit is reached.

An example to discuss with your team

Run an authorised bounded test near an agreed limit.

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Keep the normal route and the exception route visible.
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Verify suggested output against appropriate sources.

A practical conversation with your supplier

Model an ordinary week and a realistic peak from verified plan details. What happens when capacity is constrained: delay, extra cost or stopped work? Agree useful alerts and a fallback. Any bounded test should be authorised and should demonstrate the effect without disrupting real enquiries.

Plan the first improvement

Ask the supplier to translate platform usage into the work your practice expects. One enquiry may trigger several counted actions, especially when messages, updates and repeated attempts are involved. Use verified plan details to estimate a normal period and a plausible peak, with assumptions recorded. Identify limits that affect time as well as cost: some constraints may delay processing or require work to wait. Agree how the team will learn about approaching or reached capacity and what happens to unfinished items.

A useful alert should explain the business effect, not only a percentage of an unfamiliar allowance. Where testing near a limit is appropriate, keep it bounded and authorised so it does not disrupt real activity or create unintended charges. Review the estimates after actual usage is available. If the workflow changes to perform more actions, revisit the model rather than assuming the original subscription decision remains suitable indefinitely.

How to check the result

Track work delayed or stopped by platform limits and describe the effect on the team waiting for it.

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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