How do I use AI to screen applications fairly and stay within employment and human rights law?
AI can save hours on application review. It can also make unfair decisions at scale. The line is who decides.
- Can AI rank applicants?
- Do we have to tell candidates?
- What about bias?
Separate administrative help from employment decisions. AI can parse résumés, check minimum requirements you set, summarize applications and suggest matches. People should decide who advances, with consistent criteria. Check results for patterns across groups, disclose AI use where required, such as in Ontario job postings from 2026 or NYC's rules on automated tools, and keep records.
Administrative help versus decisions
| Task | AI role |
|---|---|
| Résumé parsing | Automate |
| Knock-out questions you set | Automate, with review |
| Summaries and match suggestions | Assist |
| Rejecting or advancing candidates | People decide |
Rules to know
- Ontario: employers with 25 or more employees must disclose AI used to screen, assess or select applicants in publicly advertised postings, from January 1, 2026.
- New York City: automated employment decision tools need a bias audit and candidate notice.
- Human rights law applies to any screening, automated or not.
How we look at it at ShoutEx
We set up AI to handle admin and keep decisions with recruiters, with logs and review. Trustworthy AI design covers the safeguards.
- AI rejecting candidates on its own.
- No bias checks.
- No disclosure.
- Criteria that screen out protected groups.
- AI for admin tasks.
- Human decisions.
- Regular bias reviews.
- Disclosure and records.
What recruiters and regulators say
Here is what regulators and recruiters say.
Summary of Ontario's 2026 posting rules, including AI disclosure.
Read the summary →NYC requirements for bias audits and notices.
Read the page →Community summaries describe recurring themes in public threads, not individual posts. Vendor pages describe vendor claims, so test them on your own calls.
Read next
Go deeper in the ShoutEx guides, or check the sources behind this answer.
We'll set up AI for admin with review and logs.
Book a call →Follow-up questions
Does disclosure apply to agencies?
Check how the rules apply to your postings and clients.
Can AI do video interview scoring?
Be careful. Some places regulate it.
What records should we keep?
Criteria, decisions and AI tools used.