HR & People
Automated reference request processing
Generate standard employment reference responses from HR records automatically. Handle straightforward reference requests without HR team involvement.
70–90%
reduction in reference processing 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.
Light data requirements. Uses straightforward inputs — documents, product descriptions, customer records — that are usually accessible with minimal prep.
Moderate risk. Some customer or external exposure. Errors create rework or reputational impact but are recoverable.
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
Most employment references are purely factual (dates of employment, job title, absence record) and follow a standard template. This is a near-perfect automation candidate.
Define clearly which references can be auto-generated (basic factual) and which require HR review (character references, regulatory roles, safeguarding positions).
Check your legal obligations — some industries require specific reference content or sign-off procedures that may not be automatable.
Experiment starter: Audit your last 50 reference requests. Categorise them as 'standard factual' versus 'requires judgment'. If 70%+ are standard, automate those and measure the time saved across the HR team.
Go deeper in the playbook
Section — Opportunity Identification, including the AI Opportunity Assessment ScorecardSection — The Tooling LandscapeThis is an automation 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
Ready to assess your own opportunities?
The playbook gives you the full 150-opportunity directory, scoring tools, and 100+ templates for every stage of an AI transformation programme.