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AI in hiring and automation governance

We determine where automation and AI add value across sourcing, screening, scheduling, and selection support — and where human judgment must stay firmly in the loop. We co-design policies, decision flows, oversight routines, and documentation that meet emerging expectations on transparency, bias controls, and accountability.

Duration6–10 weeks
Engagement typeAdvisory + policy design
Right forAI features being introduced or in use
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What this engagement covers

  • AI footprint inventory across your recruiting stack
  • Use-case evaluation against risk and value frameworks
  • Human-in-the-loop process design
  • Candidate transparency and disclosure design
  • Bias monitoring and audit design
  • Governance framework and policy documentation

What you get

  • AI use-case assessment and prioritisation
  • Governance framework tailored to your context
  • Human-in-the-loop process specifications
  • Candidate disclosure templates
  • Ongoing oversight and audit cadence design

Focus areas

AI governanceHuman-in-the-loopBias & transparencyUse-case design

Ready to scope this engagement?

Every engagement begins with a free 30-minute scoping call. Bring the specifics and we'll give you a candid read on fit.

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