Recruitment
An HR team could use AI to generate a tailored onboarding pack per role, manager and location instead of sending the same generic PDF to everyone.
Generic onboarding packs miss the things a new joiner actually needs - their team's quirks, the right systems, the right people to meet first. New hires take longer to get productive and HR spends week one on follow-up questions.
The fastest way to test a use case like this is a tightly scoped 30-day pilot rather than an open-ended rollout. The shape we recommend in almost every UK SMB is the same: one workflow, one owner, one success metric, one decision date. The point is to learn quickly and cheaply, not to transform the business in month one.
In week one, map the current workflow end to end and time it. This baseline is non-negotiable - without it, you can't tell whether the AI made things better, worse, or about the same. In week two, set up the tool and train two or three people deeply rather than rolling it out widely. In week three, run the new workflow alongside the old one and capture friction in writing. In week four, review the data, decide go or no-go, and write up what you learned.
Even a no-go is a successful pilot if you understand why. The worst outcome is a 'maybe' that drags on for another month and quietly absorbs the budget.
Take our 3-minute AI Opportunities assessment and get a tailored shortlist of the highest-impact use cases for your recruitment business - based on how you actually work today.