
AI is quietly reshaping workforce planning – here’s what’s changing first
AI is quietly reshaping workforce planning – here’s what’s changing first

Although it isn’t yet a tidal wave, the tide is turning on workforce planning.
In our latest AI survey with 864 business leaders and tech professionals, when asked whether AI was impacting workforce planning over the next 12-18 months:
- 12.1% said they’re already using AI to evolve roles or reduce manual work
- 23.3% said they’re exploring how AI may shift the skills they hire for
- 32.5% said it’s on their radar, but not yet a focus
- 22.9% said AI isn’t impacting their workforce planning at all
With more than a third of organisations actively exploring or implementing changes due to AI, it’s worth exploring what these changes are for both employers and candidates.
The roles rising first
According to JP Browne, Talent Practice Manager and recruitment expert in the Auckland market, “We’re not seeing a rush to hire ‘AI engineers’, but we are seeing demand for systems engineers, data engineers, and data analysts, because poor data breaks AI.”
Before deploying AI at scale within your business, you need solid data foundations. This means hiring for:
- Data quality and governance
- System integration
- Infrastructure build-out
- Security and compliance enablement
In other words, it’s those behind-the-scenes roles that make AI functional, reliable, and safe.
Recruitment reality check
AI is also changing recruitment itself, both in how candidates present themselves in the application process and how employers assess talent.
“Some candidates are using ChatGPT to craft flawless cover letters, but the actual CV doesn’t match the role. So it’s forcing recruiters to dig deeper and reintroduce more human screening,” observed JP.
We’re seeing:
- More AI-assisted job applications
- A shift away from simple keyword-matching tools
- Greater emphasis on human-in-the-loop hiring decisions
The personal productivity play
For some employees, they’re already using AI to improve their own output without waiting for top-driven organisational change.
From automating reporting to building project estimates, self-taught AI adoption is becoming a competitive edge for individuals. However, it creates uneven capability across teams, and potential risk if it’s unsanctioned.
“You can’t wait on your organisation to set the rules. You need to learn how to use AI yourself, but use it responsibly,” says JP.
Why leaders need to act now
If your workforce planning hasn’t factored in AI, you risk falling behind in:
- Skill readiness in both hiring and internal development
- Employee engagement as workers expect modern tools their industry peers are using
- Efficiency gains where your competitors will find them first
- Risk management as unsanctioned AI use is already happening
JP emphasises, “AI is here, in your phones, in your search engines, in your workflows. Ignoring it doesn’t make it go away, it just leaves you unprepared.”
The shift right now feels subtle, until it’s sudden. The organisations making small, strategic moves today will be the ones ready for the bigger shifts tomorrow.
If you need help building AI-ready hiring strategies, get in touch with our team.