Most first rounds here run remotely, at high volume, often for exactly the technical roles where cheating is most common. WatchHire catches AI copilots, remote-access proxies and deepfakes, priced per candidate so a growing team is never locked out by enterprise minimums.
Remote first rounds, technical roles and corporate remote-desktop use all overlap with the profile most at risk.
The highest cheating rate of any role type is also the one most Indian tech pipelines run at scale, round after round. (Fabric, 2026)
A large share of enterprise and IT-services candidates genuinely work over VDI, Citrix or RDP, which weaker tools mistake for cheating.
Free-tier AI copilots and cheap proxy test-takers mean a single missed hire can cost more than the fraud attempt itself.
Enterprise proctoring platforms are built for a very different buyer, usually one running hundreds of candidates per drive. For an ongoing team hiring a handful a month, these are the things that actually matter.
No seat licences or volume minimums. Cost should scale with real hiring, not a locked-in annual contract sized for a much bigger team.
A tool merely installed is common and meaningless. The software must tell that apart from a tool actually used, or it will flag ordinary machines constantly.
If your candidates include anyone on corporate remote-desktop infrastructure, the monitoring must treat that as context rather than a red flag.
Screen recording and keystroke logging raise real consent and data-protection questions for very little extra signal over specific, named checks.
New cheating tools launch weekly. Monitoring that only recognises named apps is always a step behind the newest release.
A raw evidence log nobody on the HR team can interpret just shifts the judgement call to someone with no time to make it properly.
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