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Automation vs Manual Operations

MediumStrategy00:00
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Your question is Automation vs Manual Operations. Take a moment with it on the right.

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Problem

Scenario

You are advising a company that runs a growing set of operational workflows, and the team is debating whether to build automation or keep using manual processes. Some work is repetitive and high volume, while other work changes often and still needs human judgment. Leadership wants a clear way to decide where automation creates value and where manual execution is still the better choice.

Question

How do you decide whether to invest in automation versus manual operational processes?

Context

You are the Engineering Manager for an operations-heavy product area at a financial software company. Your team handles recurring workflows that affect customer onboarding, exception handling, and internal support, and the current process mix is part automated and part manual.

Decision

  • When does automation beat manual execution on cost and quality?
  • When is human judgment still the better operating model?
  • How do you avoid over-automating a process that is still changing?