How to choose the best type of automation for your recruitment process
A practical guide for TA teams wanting to automate — responsibly
Created from conversations with TA Disruptors at Manpower, HMRC, and Rolls-Royce (as well as insights from the UK Government's framework on Responsible AI in Recruitment), this is practical guidance you can implement immediately; with three must-do actions to choose the right kind of automation for your process.
Many TA teams are under pressure to automate. But without clear internal policies or practical guidance, it's easy to move too fast and break things. This guide helps you stay in control.
We break down the decisions that matter most when introducing automation to your recruitment process — so you can handle rising volumes, stay compliant with the EU AI Act, and protect candidate quality at every stage.
🔥 Built with insights from TA leaders at Rolls-Royce, HMRC, Manpower & more
📘 Created in line with the UK Government’s Responsible AI in Recruitment framework
👇 Download your free copy to discover:
The difference between assistive and decision-making automation — and why it matters for compliance.
What ‘explainable AI’ really looks like (with simple questions to ask any vendor).
Why some tools reveal candidate potential — and others just reveal who knows how to prompt ChatGPT.
🧭 Plus: Three critical actions every TA leader should take before signing off any new solution.
This isn’t about banning AI. It’s about using it wisely.
*Just hit the button and we'll take you straight to the guide. No contact details necessary.

Download the guide to access insight on...
🤖 How candidates are using AI
⚖️ How the EU AI Act defines AI... and what the implications are for your process
🚨The difference between assistive vs decision-making AI tools (as well as explainable vs black box AI) and how to decide which is best for you
🔍 Why and how to vet vendors on whether their tools can capture authentic insights on candidates, even when they're using AI in the process
*Just hit the button and we'll take you straight to the guide. No contact details necessary.
- ChatGPT reaches 100m users: https://www.microbizmag.co.uk/11-mind-blowing-chatgpt-statistics-in-2024/
- ChatGPT outperformed 98.8% of human candidates: https://www.arcticshores.com/insights/chatgpt-vs-aptitude-tests-can-generative-ai-outperform-humans
- Validated and peer-reviewed by: https://onlinelibrary.wiley.com/doi/10.1111/ijsa.12479
- 70th percentile on Situational Judgement Tests: https://www.arcticshores.com/insights/chatgpt-vs-situational-judgement-tests-how-it-performs-vs-a-human
- Scanning the job description: https://www.arcticshores.com/insights/chatgpt-vs-personality-assessments-does-it-have-the-right-personality-traits-to-get-an-interview
- AutoApplyAI: https://www.wonsulting.ai/autoapplyai
- ChatGPT: https://openai.com/index/introducing-openai-o1-preview/
- Vulnerabilities - Verbal Reasoning Tests: https://www.arcticshores.com/insights/chatgpt-vs-aptitude-tests-can-generative-ai-outperform-humans
- Vulnerabilities - Situational Judgement Tests: https://www.arcticshores.com/insights/chatgpt-vs-situational-judgement-tests-how-it-performs-vs-a-human
- Vulnerabilities - Personality Assessments: https://www.arcticshores.com/insights/chatgpt-vs-personality-assessments-does-it-have-the-right-personality-traits-to-get-an-interview
- Vulnerabilities - Task-based Assessments: https://www.arcticshores.com/insights/chatgpt-vs-task-based-assessments-can-we-break-our-own-assessment
- International Journal of Selection and Assessment: https://onlinelibrary.wiley.com/toc/14682389/0/0
- University of Reading: https://www.bbc.co.uk/news/articles/cevvw98q7wvo
- GPT-4 passes the bar exam: https://law.stanford.edu/2023/04/19/gpt-4-passes-the-bar-exam-what-that-means-for-artificial-intelligence-tools-in-the-legal-industry/
- ChatGPT passed medical license exam: https://www.ama-assn.org/practice-management/digital/chatgpt-passed-usmle-what-does-it-mean-med-ed#:~:text=Investigators%20assessed%20its%20clinical%20reasoning,without%20prior%20reinforcement%20or%20training.
- ChatGPT passes MBA: https://knowledge.wharton.upenn.edu/article/is-chatgpt-a-better-entrepreneur-than-most/
- OpenAI description: https://knowledge.wharton.upenn.edu/article/is-chatgpt-a-better-entrepreneur-than-most/
- Our research: https://www.arcticshores.com/insights/chatgpt-vs-task-based-assessments-can-we-break-our-own-assessment
- Detection is ineffective: https://www.bbc.co.uk/news/articles/cevvw98q7wvo
- Detection methods produce false positives: https://virtualizationreview.com/articles/2023/07/10/ai-detection.aspx
- Example of how easy it is to complete SJT: https://5339700.fs1.hubspotusercontent-na1.net/hubfs/5339700/ChatGPT%20vs%20SJT.mp4
- The ultimate guide to managing candidates' use of GenAI: https://landing.arcticshores.com/the-ultimate-guide-on-managing-candidates-use-of-genai
- How to conduct a Generative AI vulnerability audit: https://5339700.fs1.hubspotusercontent-na1.net/hubfs/5339700/Gen%20AI%20Blogs/Arctic_Shores_How_to_conduct_a_Generative_AI_vulnerability_audit.pdf
- The pragmatist’s playbook for skills-based hiring: helping TA leaders navigate a new era of recruitment: https://landing.arcticshores.com/a-pragmatists-playbook-for-skills-based-hiring
- Skill-enablers™ from Arctic Shores: https://landing.arcticshores.com/the-arctic-shores-skill-enabler-companion-guide
- TA Disruptors Podcast: https://podcasts.apple.com/gb/podcast/ta-disruptors/id1715836814
- TA Disruptors YouTube: https://www.youtube.com/@Arcticshores_psychometrics
- TA Disruptors newsletter: https://landing.arcticshores.com/en-gb/ta-disruptors-newsletter-sign-up
- Molson Coors: https://www.arcticshores.com/case-studies/molson-coors-adopts-pioneering-approach-to-accelerate-dei-mission
- Burness Paull: https://www.arcticshores.com/case-studies/burness-paull-unlocks-true-potential-with-arctic-shores
- Siemens: https://www.arcticshores.com/case-studies/siemens-hire-for-potential-with-arctic-shores
- Contact us: https://www.arcticshores.com/book-meeting
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