A senior candidate joins the call on time. Their career story is tidy, their answers are fluent and their examples fit the brief. Nothing feels wrong. That used to carry more weight than it does now. AI can help a genuine candidate prepare well. It can also make a weak or false story sound remarkably convincing.
Trust has become part of the hiring brief
An HRZone article published on 27 August puts candidate identity and workforce risk firmly on the agenda. It describes employers moving verification earlier, asking recruitment teams to spot suspicious patterns and reconsidering how remote interviews are run.
The author works for a screening provider, so there is an obvious commercial interest in the subject. Even so, the underlying question is worth taking seriously. If a hiring process is designed mainly to move polished applications through a sequence of calls, what exactly is it proving?
For a startup or scaleup, the risk is not limited to identity fraud. A beautifully presented candidate may be real and still be wrong for the work. The same process that catches inconsistencies should also expose shallow experience, borrowed language and claims that do not survive a sensible follow up question.
Do not mistake polish for deception
Most candidates who use AI are not trying to deceive anyone. They may be improving the structure of a CV, preparing questions or finding a clearer way to describe work they genuinely did. Penalising that is neither realistic nor useful.
The distinction that matters is between presentation and evidence. A strong process does not try to guess which tool someone used. It asks whether the account is specific, internally consistent and supported by detail that belongs to the person telling it.
Not “Did this person use AI?” but “Can we test the evidence behind what they are telling us?”
Make the conversation difficult to rehearse
Generic competency questions invite generic answers. Senior hiring becomes more reliable when the conversation stays close to real decisions. Ask what was true at the start, what options were considered, who disagreed, what changed and what the candidate would do differently now.
Follow the sequence rather than jumping between prepared examples. Someone who owned the work can usually explain the awkward middle: the trade off, the missing information, the stakeholder who pushed back and the metric that failed to move. That texture is much harder to manufacture than a polished summary.
This is especially important for non technical leadership roles. The proof often sits in judgement, influence and execution rather than a certificate or a technical test. A senior recruiter needs enough command of the brief to probe those decisions properly.
Build a chain of evidence
No single signal should carry the whole decision. A CV, a public profile, an interview and a reference each reveal something different. Confidence comes from the way those pieces agree, and from noticing when they do not.
Keep checks proportionate and transparent
Greater risk does not justify treating every candidate as a suspect. Intrusive checks can damage trust, collect more personal information than the role requires and create new legal problems of their own.
The Information Commissioner’s Office says candidates should be told what information is being used, why it is needed and how the process works. Its guidance also makes clear that vetting should be relevant to the role. UK right to work guidance requires employers to carry out prescribed checks before employment and to apply them consistently, without discrimination.
That suggests a sensible order. Assess capability and interest first. Explain any later verification clearly. Use the proper route for formal checks. Escalate an inconsistency rather than improvising an investigation during an interview.
Continuity matters more than another tool
Technology can help compare information, organise research and flag gaps. The Government guidance on responsible AI in recruitment is clear that people must remain accountable for decisions and that systems should be used for a defined purpose.
The human advantage is continuity. When one accountable partner owns the brief, candidate conversations and final shortlist, small details are less likely to disappear between stages. A claim made in the first call can be tested later. A concern can be discussed with the client in context. The process develops a memory.
That is more valuable than turning every recruiter into a fraud investigator. Good search should give the client a concise account of what has been assessed, what has been confirmed and what still needs checking.
A credible shortlist should feel calm
There should be no theatre around a trustworthy process. Candidates know what is being asked of them. The same standards apply to everyone. The recruiter understands the evidence and is open about any concern. The client can see why each person is on the shortlist.
AI has made polish easier to produce. It has not made careful judgement obsolete. If anything, it has made the distinction between a fluent profile and a credible candidate more important.