Key points
- The government launched a best practice guide advising employers to outline how AI affects roles.
- Entry-level positions are identified as the primary targets for immediate automation.
- Risks include intrusive monitoring, unrealistic performance standards and disproportionate harm to vulnerable groups.
Workplace relations minister Amanda Rishworth launched a best practice guide on AI adoption in the workplace on Thursday, following recent workforce reductions at major firms such as Qantas and Canva. The document urges employers to provide employees with a clear plan regarding how automation will impact their specific roles and to offer opportunities for transition into new positions.The government wants bosses to tell staff exactly how AI will change their jobs and help them find new roles.The government has issued a best practice guide urging employers to communicate AI impacts and plan transitions.
The evidence
The guide states that entry-level jobs will likely be the first to undergo automation due to AI capabilities. While the document presents an optimistic view that wider adoption could improve productivity, service quality and profitability for businesses, it also acknowledges significant potential hazards. These risks include intrusive worker surveillance, poor rostering practices and intensified or unrealistic performance standards that could make jobs tougher rather than easier.
The decision
Employers are advised that simply adding AI to company processes without properly consulting workers may actually increase workloads. Rishworth noted in a speech to a business forum in Sydney that humans might have to navigate added steps when firms automate tedious tasks to save time and money. The government warns that this approach could lead to burnout and heightened workplace surveillance instead of the promised benefits of fewer hours and higher wages.
What to make of it
The guide highlights that younger and older workers, First Nations people, women and individuals with disabilities may face disproportionate impacts from these changes. Another Labor MP, Ed Husic, questioned during a parliamentary hearing who would receive the benefits of higher productivity. He asked whether the outcome would be better services and secure jobs with higher wages, or merely lower labour costs and higher returns for companies.
In practice
For startup founders, this guidance suggests that AI integration requires explicit communication strategies regarding role changes and transition paths. Access to the benefits of AI, such as flexible hours or meaningful work, is contingent on avoiding intrusive monitoring and unrealistic performance metrics. Availability of these positive outcomes remains uncertain without proper worker consultation, as unconsulted implementation may increase workload complexity. Limitations include the risk of discrimination and the potential for automation to intensify remaining human tasks rather than eliminate them.
Why it matters
- Founders should consider providing clear transition plans for staff affected by automation, as advised in the new guide.
- Entry-level roles are at immediate risk of automation, necessitating early strategy for workforce restructuring or upskilling.
- Unconsulted AI implementation may backfire by increasing workloads through added navigational steps for staff.
- Vulnerable demographic groups may face disproportionate negative impacts, raising potential reputational or compliance risks.
Topics: AI policy, workplace automation, labour relations, Australia, best practices
Updated
Then / now / next
Major companies like Qantas and Canva reduced workforces amid AI-driven restructuring.
The government has launched a best practice guide urging employers to plan AI impacts and consult workers.
Observers will watch whether productivity gains from AI actually result in higher wages for ordinary workers.
Story timeline
- Then Major companies like Qantas and Canva reduced workforces amid AI-driven restructuring.
- 12 Nov 2026 Fewer hours and higher wages – or more burnout and surveillance: employers told to prepare for AI
- Now The government has launched a best practice guide urging employers to plan AI impacts and consult workers.
- Next Observers will watch whether productivity gains from AI actually result in higher wages for ordinary workers.
The strongest doubt
Counterpoint from the sources
Ed Husic questioned whether AI productivity gains would result in secure, higher-paying jobs or merely lower labour costs and higher corporate returns.
For readers
Business
- Consider providing clear transition plans for staff affected by automation.
- Consult workers before implementing AI to avoid increasing workloads.
Policy
- Monitor for disproportionate impacts on vulnerable worker demographics.
- Ensure AI adoption balances business productivity with employee welfare.
Developers
- Design systems that avoid intrusive surveillance capabilities.
- Consider how automation may intensify remaining human tasks.
Did this article give you the evidence you needed?
Your choice stays on this device. No public tally.Terms in this story
best practice guide
A government document outlining recommended procedures for adopting AI in employment.
disproportionate impacts
Unequal negative effects on specific demographic groups such as women or older workers.
intrusive worker surveillance
Excessive monitoring of employee activities using automated tools.
Questions readers ask
What does the new guide advise employers to do?
The guide advises employers to provide workers with a clear plan on how automation affects their jobs and offer opportunities to move into new roles.
Which jobs are most at risk of automation?
Entry-level jobs are identified as the first to be automated due to AI adoption.
What are the potential risks of AI in the workplace?
Risks include intrusive surveillance, poor rostering, unrealistic performance standards, discrimination and increased burnout.
Connected stories
Reading receipt
- The government launched a best practice guide advising employers to outline how AI affects roles.
- Entry-level positions are identified as the primary targets for immediate automation.
- Risks include intrusive monitoring, unrealistic performance standards and disproportionate harm to vulnerable groups.
Still open: How will the government encourage compliance with this non-mandatory best practice guide?
Still open: Will productivity gains from AI actually result in higher wages for ordinary workers?