AI for HR & People Teams

Map recruitment, onboarding, development and administration. Distinguish useful assistance from consequential decisions that require authorised human judgment.

Identify sensitive employee and candidate information. Practise using synthetic data and approved tools, and recognise when access or permission is missing.

Draft role descriptions from validated responsibilities and competencies. Review for inclusive language, realistic requirements and unsupported promises.

Extract job-relevant facts from fictional applications into a traceable summary. Check omissions and errors; avoid automatic ranking, rejection or inferred personal traits.

Build consistent, role-related questions and evidence prompts. Define an evaluation framework that people can review and explain.

Draft acknowledgements, scheduling messages and feedback templates. Check facts, tone and approved wording, and keep consequential communications human-approved.

Create role-specific onboarding plans, FAQs and practice tasks from approved material. Identify the manager, buddy and support contact responsible for each step.

Explore answering policy questions from authorised documents. Include source references, access boundaries and escalation when a policy is unclear or absent.

Translate role tasks into observable skills and proficiency descriptions. Validate the map with employees and managers rather than treating generated labels as fact.

Build learning pathways from agreed goals and demonstrated needs. Offer practice, feedback and follow-up while allowing employees to challenge inaccurate assumptions.

Use fictional cases to rehearse specific, respectful feedback. Distinguish observations from interpretations and keep performance judgments with responsible managers.

Analyse synthetic or suitably approved survey comments for themes. Check representativeness and avoid re-identifying respondents from small groups or distinctive details.

Prepare checked summaries and internal explanations. Verify denominators, trends and sensitive details before circulation to authorised readers.

Document review, access, escalation and employee challenge mechanisms. Practise identifying cases where AI support should stop and a specialist should take over.

Design a 30-day onboarding pathway for a fictional role, including a checked policy FAQ, skills plan, practice activities and manager review points.