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Use case · Administration
Prioritising AI opportunities in an SME
An audit scenario for moving from a set of ideas to a short list of verifiable projects.
The scenario
An SME wants to find out where AI or automation can genuinely help, without paying for a long study or starting from a fashionable technology.
Proposed approach
Observe the actual work, map the available data, compare the effort, risk and value of each option, then choose a first, limited test.
What would be verified
The useful deliverable is a reasoned decision: cases to test, cases to drop, dependencies, safeguards and a stopping criterion. Savings remain assumptions until they are measured in practice.