Course › Module 11 · Compliance, bias and candidate experience

Disclosure and consent language

Module 11, Lesson 3  ·  3 min read ·  Updated 21 September 2026

Module 11 · Lesson 3

Telling candidates what you are doing is the cheapest duty on the list, and the one most often done badly — usually by writing it so defensively that nobody can tell what it means.

When you have to tell people

  • When AI has a real influence on a decision about them. Several sets of rules require this. New York City requires notice at least ten working days beforehand.
  • When you are recording or analysing a video interview. Illinois requires notice, an explanation of what is being judged, and consent.
  • When they are talking to software rather than a person.
  • When you got their details from somewhere other than them — that is, when you found them rather than they applied. Under European-style rules this includes saying where you got them.

Beyond the legal minimum: candidates work out that AI is involved anyway. Finding out afterwards is what turns an ordinary rejection into a complaint.

What good notice says

Four things, in plain words:

  1. That AI is used, and at which point.
  2. What it looks at — described so a candidate could check themselves against it.
  3. What a person does — specifically, who reviews what.
  4. How to ask a question or request a different route.

Two examples

WeakBetter
"We may use automated technologies as part of our recruitment processes.""We use software to read your CV and match your experience against the requirements listed in this advert. It produces a summary and a match rating. A recruiter reads every application before any decision to reject."
"Your interview may be recorded and analysed.""This interview is recorded. A written transcript is produced automatically, and a recruiter uses it to fill in a scorecard against the skills listed above. Nothing about your appearance, tone of voice or way of speaking is judged. You can ask for a live interview instead at no disadvantage, and you can ask us to delete the recording."

The better versions are longer, and that is what "meaningful information" means in practice. They are also what a regulator will compare against what you actually do — so do not describe a human review you do not carry out.

Consent that means something

For consent to be worth anything, saying no has to cost the candidate nothing. That means:

  • Another route to the same outcome, offered just as clearly as the default.
  • Asked before the process starts, not once someone is already on camera.
  • Separate from agreeing to general terms and conditions.
  • Possible to withdraw, with a way to do it.

If you have no alternative route, you are not asking for consent. You are telling people a condition. Sometimes that is legitimate — but then rely on a different legal basis, rather than dressing a rule up as a choice.

Where the notice goes

The job advert, the application form, the invitation to any automated stage, and a linked privacy notice. Repeat it at the point it applies, rather than only in a document nobody opens. Notice buried in a privacy policy satisfies almost nobody, including regulators.

Download four notice templates · all templates

The test

Could a candidate read your notice and correctly describe what happens to their application? If not, it is a shield rather than a notice — and it will not work as either.

Primary sources

Linked so you can check the claims in this lesson against the text rather than against me.