The Australian Public Service Commission (APSC) has introduced new expectations for the transparent and responsible use of artificial intelligence (AI) in recruitment.
Commonwealth agencies are expected to implement these principles by 1 June 2026, creating new governance, process and capability requirements across the recruitment lifecycle.
These expectations apply both to agency use of AI; such as job design, candidate screening and assessment tools and to candidate use of AI when preparing applications or interview responses.
For many agencies, the immediate priority is establishing a practical, defensible approach that supports transparency, fairness and accountability while building capability over time.
The challenge
AI introduces new considerations into recruitment that extend beyond technology. Agencies must demonstrate that recruitment decisions remain merit-based, transparent and capable of withstanding scrutiny, regardless of whether AI is used by the organisation, applicants or both.
Key challenges include:
- Maintaining merit and fairness when candidates use AI-assisted applications.
- Supporting consistent decision-making across hiring managers and selection panels.
- Clearly documenting where AI has been used within recruitment processes.
- Strengthening auditability and record keeping.
- Aligning recruitment practices with broader AI, data and ICT governance frameworks.
For smaller and specialist agencies, these requirements must be implemented in a way that is proportionate, practical and sustainable.
Our approach
Holan Group helps Commonwealth agencies implement APS expectations through practical governance and capability improvements that support both immediate compliance and long-term maturity.
- Establishing a defensible baseline — reviewing existing recruitment processes, identifying current AI use, strengthening recruitment guidance and introducing practical transparency and decision-making controls.
- Supporting responsible governance — embedding AI considerations into recruitment policies, documentation and operational procedures while maintaining alignment with existing HR and governance frameworks.
- Building organisational capability — developing practical guidance for hiring managers, selection panels and candidates that supports consistent application of APS expectations.
- Strengthening long-term maturity — creating capability uplift roadmaps that progressively integrate AI governance into HR, ICT, data and organisational governance arrangements.
Outcome
Improved recruitment governance. Agencies establish practical recruitment processes that support transparency, fairness and defensible decision-making.
Greater organisational confidence. Hiring managers and selection panels receive practical guidance that supports consistent application of APS expectations.
Reduced implementation risk. Clear governance arrangements reduce the likelihood of inconsistent practices, undocumented decisions and unnecessary administrative burden.
A foundation for future capability. Agencies establish a structured pathway for progressively strengthening AI governance as expectations, technology and organisational maturity continue to evolve.
Want to learn more?
Implementing AI in recruitment requires more than new technology—it requires governance, practical guidance and confidence that recruitment decisions remain fair, transparent and defensible.
Holan Group helps Commonwealth agencies implement practical AI governance that strengthens recruitment, supports accountability and aligns with evolving APS expectations.
Speak with our team about preparing your agency for responsible AI in recruitment.
What We Offer
Recruitment Governance
Strengthening recruitment frameworks, decision-making processes and documentation.
AI Readiness
Supporting practical implementation of APS AI expectations across recruitment.
HR Policy and Framework Development
Developing fit-for-purpose policies, guidance and governance arrangements.
Capability Development
Building confidence and consistency for hiring managers, panels and HR teams.
Governance and Assurance
Aligning recruitment with broader organisational governance, ICT and risk frameworks.
Frequently asked questions
What do the APS expectations for AI in recruitment require agencies to do?
Agencies must implement principles for transparent and responsible AI use in recruitment, ensuring fairness, consistency, and alignment with merit — including both agency and candidate use of AI.
What does a defensible recruitment process look like in an AI-enabled environment?
A defensible process has consistent application of criteria, clear documentation, and transparency on the role of AI, allowing decisions to be explained and justified.
How do governance and compliance requirements apply to AI in recruitment?
Recruitment practices should align with governance obligations, including clear documentation, accountability, and integration with enterprise AI, risk and compliance frameworks.
How should agencies manage candidate use of AI in applications?
Agencies should set clear expectations on appropriate AI use, ensuring transparency while maintaining fairness in how applications are assessed.
How can agencies demonstrate compliance if recruitment decisions are challenged?
Agencies should maintain clear records, apply processes consistently, and demonstrate how decisions were made, including the role of AI.
