HR & People
Onboarding document personalisation
Generate role-specific onboarding plans, welcome packs, and first-week schedules from templates. Reduces manual preparation for each new hire.
50–70%
reduction in onboarding document preparation time
Opportunity assessment
Negligible commercial impact. Saves time at the margins but won't move the needle on revenue or profit.
Very easy to implement. Ready-to-use tools exist. Can be up and running in days or weeks with minimal technical resource.
Minimal data complexity. Works with whatever is readily to hand. No special data infrastructure needed. Most businesses can start immediately.
Very low risk. Fully internal use. A person checks everything before it goes further. Worst case is a minor internal inconvenience.
Very easy to absorb. Runs quietly in the background or gives people a helpful new input. Makes everyday work easier with almost no friction.
Tooling required
Things to consider
Template quality determines output quality — invest in the base templates before adding AI personalisation on top.
HR still reviews before sending: particularly for senior or sensitive hires where the onboarding experience sets an important tone.
The highest value is for high-volume or multi-site hiring where consistent quality across many concurrent onboarding processes is otherwise difficult to maintain.
Capture feedback from new joiners at the 30-day mark on whether their onboarding materials felt relevant and useful. This is the metric that matters, not the time saved in HR.
Experiment starter: For the next ten new hires, generate AI-personalised onboarding packs alongside the standard packs. Have HR select which to send as a quality gate. Ask new joiners to rate the relevance of their onboarding materials at 30 days. Compare ratings between AI-personalised and standard packs.
Go deeper in the playbook
Section — Opportunity Identification, including the AI Opportunity Assessment ScorecardSection — The Experimentation FrameworkThis is an augmentation opportunity — see the relevant playbook section for how to approach it.More in HR & People
Job description drafting
Generate first-draft job descriptions from role parameters, reporting line, and key responsibilities. HR reviews and refines. Consistent structure and tone across roles.
CV screening and shortlisting
Score applications against defined role criteria. Produces a ranked shortlist with rationale. Reduces screening time for high-volume roles.
HR policy knowledge base
A RAG system over HR policies, handbooks, and procedures that answers employee questions accurately. Reduces routine query volume to HR teams.
AI Transformation Playbook
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