Hidden AI copilots, remote-access proxies and deepfake video have turned the ordinary video interview into something you can no longer take at face value. This is what candidates actually do, why most hiring teams never notice, and how WatchHire surfaces it without accusing honest people.
Independent research now puts hard numbers on what used to be a gut feeling among hiring managers. These figures describe the industry, not any one vendor's results.
Sources: Gartner; Fabric interview data (via The Interview Guys); CNBC reporting on deepfaked and proxy candidates.
None of these show up on the video call itself. That is the whole point of the tools being used. Here are the categories every hiring team is now up against.
Answer panels that stay visible to the candidate but disappear from a screen share, feeding live responses during the call.
A second person quietly takes control through remote-desktop software, or answers live from off screen. The face is real, the answers are not.
Software cameras and real-time face-swap tools pipe a prepared or manipulated video into the call in place of a live webcam.
A paid stand-in simply sits the interview as themselves, never bothering with a deepfake at all. The person hired is not the person who applied.
Sustained switching away from the interview to prepared notes, scripts or search, timed around the questions being asked.
New purpose-built cheating tools launch every week. A hiring team relying on recognising names is always one release behind.
Plenty of tools can flag a busy machine. The hard part is catching the real thing while leaving genuine candidates alone. That balance is the entire design.
WatchHire watches for the behaviour of cheating, not a fixed list of app names, so a brand-new or renamed tool is caught the same way a known one is.
A tool merely installed on a machine counts for nothing. What matters is whether it was actually used during the interview. That distinction is what keeps honest candidates in the clear.
Candidates on company VDI, Citrix or remote-desktop setups are common here and are treated as context, not caught in the net for using their employer's infrastructure.
No screen recording, no keystroke logging, no audio capture. Only specific, named signals reach your team, with candidate consent required before anything runs.
Every session becomes a short, plain-English summary with a clean-hire certificate for genuinely clean interviews. No raw logs to interpret.
Per-candidate and monthly plans with no seat licences and no enterprise minimums, so a company running a handful of interviews a month is not priced out.
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