AI Use Case Finder
There are hundreds of things AI could do in your business and about five that are worth starting with. This narrows it down by sector, size and department.
How this is worked out
The shortlist is drawn from a bank of 52 use cases, every one of which an SME could realistically get running inside a quarter, mostly on tooling they already licence. Nothing here requires a data science team.
Ranking weighs likely impact most heavily, then adds a bonus where a use case is specific to your sector, then favours low effort to break ties. Items that only make sense at larger headcounts are pushed down rather than hidden, because knowing what is coming later is useful.
Effort ratings are relative, not absolute. Low means weeks and configuration rather than development. Medium means a project with a defined scope. High means something that needs proper design, and probably a business case, before anyone touches it.
Twenty ideas is not a plan. Pick one low-effort item with a measurable before and after, prove it, then move on. Nothing you enter is sent anywhere.
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