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time tracking · ai cheating deduction

AI cheating deduction — catches the fakers.

Our AI cross-checks keyboard, mouse and screenshot signals to spot mouse-jiggle patterns, idle-faking and proxy activity — then auto-deducts the flagged time.

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ai cheating deduction
12 signals monitored in real-time
92%
Trust score
Mouse-jiggle pattern detectedHigh11:42 am
Screenshot blank 3× in a rowMedium2:05 pm
Keyboard silent but marked active (22m)Medium4:18 pm
what's inside

Built for time tracking teams that hate admin.

Mouse-jiggle detection
Flags repetitive, non-human cursor movement patterns instantly.
Idle-fraud deduction
Time marked "active" with no real signal is auto-deducted.
Per-employee trust score
A continuously updated score managers can sort and filter by.
Manager alerts
High-severity flags push a notification the moment they trigger.
workflow

From start to done.

1
Signals collected
→
2
AI cross-checks patterns
→
3
Anomaly flagged + scored
→
4
Time auto-deducted
on the roadmap

What's next for this module

soonWebcam liveness spot-checks (opt-in)
soonExplainable-AI flag reports
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Time Tracking · Every monitor, captured — not
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