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By Jonas AnderssonCo-founder
5 min read

Decision guide

Automate or hire: how to decide

The team is missing follow-ups, the queue is growing and someone proposes another hire. Someone else suggests an automation. Before comparing the two prices, work out what is filling the week and what service the team needs to deliver.

A hire may be needed for coverage or expertise even if part of the role can be automated. A small automation may remove repeated handling without filling the capacity gap. Compare those possibilities against the actual work, rather than treating a job title as a single task.

Compare the options

Find the cause of the capacity gap.

Repeatable handling

Test a small automation

A rule such as copying an approved status into another system is a candidate for automation. Check whether the rule holds in real records, what permissions it needs and how exceptions will reach someone.

Low volume, frequent changes or costly errors can make a manual process the better choice even when the task is repetitive.

Coverage and expertise

Check what the role must provide

A team may need someone available during a particular shift, able to resolve an account problem or authorised to approve an exception. Saving time elsewhere does not necessarily provide that coverage or authority.

If the service is already failing, a staffing response may be needed while the workflow is improved. Do not budget as though an unbuilt automation has already removed the workload.

Mixed work

Compare a combined approach

A new colleague could own customer decisions while a small workflow handles reminders and status updates. Include the time they will spend checking failures, maintaining rules and answering unusual cases.

The useful comparison is the service delivered and work left behind under each option, including a smaller build, a different role or redistribution within the team.

Unnecessary work

Remove a step before staffing it

An internal report nobody uses or an approval nobody needs may not require another person or another tool. Check who relies on the output before removing it.

Simplifying a process is an option to test, not a reason to assume the current team has enough capacity. Measure what remains after the change.

The useful reframe

Five hours released a week does not automatically fill a vacant role.

Check when those hours occur and who can use them. A saving spread across several people may be useful without covering a busy morning, a specialist decision or an absent colleague.

Fictional queue example

Twelve hours of work become seven.

Suppose a team spends eight hours a week routing requests and updating records, plus four hours resolving unusual cases. A proposed automation cuts routine handling to two hours, leaves the four hours of exceptions and adds one hour of monitoring.

That releases five hours a week under these assumptions. It may help the team, but it does not establish that a full hire can be avoided. Check peak demand, cover and the other duties the role would perform.

Weekly workBeforeAfter
Routing and updates8 hours2 hours
Unusual cases4 hours4 hours
New monitoring work0 hours1 hour
Total measured work12 hours7 hours

Common questions

Questions about automation and hiring

Start with the workload, service requirements and the size of the capacity gap. Automation may help with repeatable handling, but it still needs ownership and exception support. Hiring may be needed for coverage, expertise or work that remains. Sometimes the useful answer is a smaller automation and additional staff.

Not necessarily. Check the net time released after support and exceptions, when that time is available, and which responsibilities the proposed role would cover. A few hours returned across several people do not automatically provide a full role or cover a peak period.

AI may assist with some decisions, but suitability depends on the task, error consequences and available oversight. Do not assume either that judgment makes all assistance impossible or that a plausible output transfers accountability to the tool.

Key takeaways

  • Measure which tasks cause the capacity gap before comparing a build with a hire.
  • Include the work left after automation, especially exceptions, supervision and service coverage.
  • Hiring, automating part of the work and simplifying the process can be combined.

If you only remember one thing

Compare the remaining workload with the service the team needs to provide.

Continue the thinking

Connections

Sources

References behind this piece

  1. NIST AI Risk Management Framework: Govern function

    National Institute of Standards and Technology

Jonas Andersson, co-founder of Mannvit Labs

Written by

Jonas Andersson

Co-founder, Mannvit Labs

Co-founder of Mannvit Labs, leading systems, data, automation, and technical delivery. He spent four years before this running e-commerce for a Swedish retailer, from SEO to campaigns.

He builds the internal tools and data workflows these guides come out of. See the builds.

  • Automation & workflow design
  • Process optimization
  • Operational systems