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Environment Monitoring

Where are they really? And are they working alone?

Location fraud. Remote assistance. Suspicious technical setups. The candidate might be real, but the situation might not be.

Collecting a San Francisco salary from Mumbai.

Remote work opened a loophole. Someone claims a US address, passes the interview, and collects a $180,000 salary. But they're actually working from a country where that's ten years of income.

A VPN can mask an IP address. But there are dozens of other signals that reveal true location. We check them all.

This isn't hypothetical. It's happening at scale, and most companies have no way to know until something goes wrong.

Location Analysis
Stated LocationSan Francisco, CA
Detected LocationMumbai, India
VPN Detected
Connection masked through VPN service
Location Mismatch
Multiple signals indicate actual location differs from stated

The candidate is real. But they're not working alone.

They show up on camera. They answer your questions. But someone or something else is doing the hard parts. A second person in the room with their own keyboard. A helper connected remotely. Augmented audio feeding them answers. Alternative input devices they didn't mention.

We detect it all. Physical and digital. Remote and in-room. If the input isn't coming directly from the candidate and their standard setup, we see it.

Alternative Inputs

Secondary keyboards, additional input devices, remote control. If someone else is typing, we know.

Augmented Audio & Video

Modified audio feeds, virtual cameras, video manipulation. Anything between them and you.

Why add layers between you and them?

There's no legitimate reason to join an interview from inside a virtual machine. If they're running one, something else is happening on their real machine that they don't want visible.

Same question for virtual cameras. Why not just use their actual webcam? What's being filtered or manipulated before you see it?

These aren't automatic disqualifications. But they're questions worth asking. We flag them so you can.

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Environment flags in your interview report

These indicators appear alongside everything else: AI tool usage, identity verification, the full picture. Environment flags tell you about the setup itself.

Location verification and VPN/proxy detection
Alternative input devices and remote control
Virtual machines and virtual cameras
Augmented or modified audio and video feeds
Environment
Virtual MachineDetected
Alternative InputSecondary device detected
VPNConnection masked
LocationMismatch detected
CameraPhysical webcam

See the full picture

Location, assistance, technical setup. Know what's really happening in every interview.

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