INSIGHTS Guides & analysis
Hiring security people in the age of AI.
Practical guides for security leaders, talent teams and recruiters.
AI interview platforms in Australia: a buyer’s guide
The 12 criteria, a demo script and red flags to use on every vendor, including us.
FREE TOOLS
AI interview ROI calculator
Your numbers, the maths shown. Illustrative.
TEMPLATESTAR scoring rubric template
Copy it or download it as a CSV.
ALL GUIDES
How to hire an AI security specialist in Australia
The three kinds of AI security work, the skills and frameworks to test for, interview questions and red flags.
Read the guide SECURITY · 8 MINDeepfake job candidates: how to detect interview fraud
How candidate fraud works in 2026, the warning signs, and a layered set of controls that stop it.
Read the analysis AI · 7 MINAI Interview Platforms in Australia: 2026 Buyer's Guide
How to choose an AI interview platform in Australia: 12 buying criteria, red flags, privacy checks and the questions to ask every vendor.
HIRING · 3 MINHow to Reduce Time to Hire in Australia: First-Round Playbook
A practical playbook to cut time to hire in Australia: fix first-round screening, remove scheduling delays and give hiring managers evidence fast.
AI · 3 MINAI Interviews and the Privacy Act: A Guide for Australian Employers
What Australian employers should ask before using AI interviews: Privacy Act duties, consent, automated decisions, retention and vendor checks.
AI · 3 MINAre AI Interviews Fair? Test Bias with the Four-Fifths Rule
No AI tool is bias-free. Learn how to run a four-fifths adverse-impact check on your own shortlist data and what the result can and cannot tell you.
SECURITY · 3 MINInterview Fraud and Fake Candidates: What an Integrity Report Can Tell You
Worried about fake candidates in remote hiring? See what an interview integrity report can and cannot tell you, and how to follow up fairly.
HIRING · 3 MINSTAR Method Interview Scoring: A Rubric Template That Holds Up
Build a STAR-method scoring rubric with weights, evidence rules and a 0 to 5 scale. Includes a template you can copy for any role in Australia.
HIRING · 2 MINThe ROI of AI Interviews: A Transparent Calculator for Australia
Work out the return on AI interviews with a simple, honest formula for Australian recruiters and employers. Assumptions shown, nothing hidden.
PRODUCT · 2 MINWhite-Label AI Interviews for Recruitment Agencies in Australia
How recruitment agencies can use white-label AI interviews to screen more candidates and give clients evidence-based shortlists under their own brand.
PRODUCT · 2 MINWorkday and AI Interviews: How to Plug Screening into Your ATS
A practical guide to connecting AI interviews to Workday Recruiting: what flows in, what flows back and how to roll out without creating process chaos.
HIRING · 3 MINAI Interview Candidate Experience: Fair, Accessible and Mobile-Friendly
How to design an AI interview candidates will not dread: clear expectations, practice, accessibility, mobile use and a human alternative.
TRUST · 4 MINHow Critical AI uses AI in recruitment
Plain-language transparency about our AI, human decisions and your data.
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