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AI Employee — People & operations

The same question deserves the same correct answer.

HR inboxes fill with repeated questions while sensitive cases wait behind routine ones. The HR Officer answers routine policy, leave and process questions from approved sources — and routes anything personal to a named person, with context.

The role

Fast where it is routine. Careful where it is personal.

The HR Officer exists so that routine employee service does not crowd out the human work that needs judgement. It serves answers from current, approved policy and prepares record changes for approval.

It works under scoped access to employee records, owned by your people lead. Anything personal, disciplinary, medical or ambiguous goes straight to a person — summarised, not just forwarded.

  • Answer routine policy, leave and process questions with sources
  • Prepare onboarding checklists and record updates for approval
  • Route sensitive cases to named people with full context
  • Log every service interaction for review and audit
Day to day

A typical flow

Illustrative workflow
  1. 01 System

    Receive and classify

    Requests arrive through one channel and are classified: policy question, record change, leave or sensitive case.

    One front door
  2. 02 AI employee

    Serve from approved sources

    The HR Officer answers from current policy and prepares record changes, citing the source behind every answer.

    Grounded answers
  3. 03 Human

    Handle the sensitive

    Personal, disciplinary, medical or ambiguous cases go to a named person — with context, not just a forward.

    Clear escalation
  4. 04 System

    Keep the record

    Every answer cites its source; every change keeps its approver; every case keeps its trail.

    Auditable service
Boundaries

Service is delegated. Judgement about people is not.

Within its role

  • Answer routine policy, leave and process questions from approved sources
  • Prepare onboarding checklists and record updates for approval
  • Escalate sensitive cases with a summary and full context
  • Surface patterns in employee questions and service load

Always with people

  • Make hiring, disciplinary or employment decisions
  • Handle medical or sensitive personal matters autonomously
  • Change policies, contracts or compensation
  • Access records outside its configured permissions
Start small

Bring us one people operations workflow.

We will look at how the work moves today, where authority should sit, and what a sensible first phase could look like.