Mouse Jiggler Detection Software
Advanced Analytics.
Prodexo.ai provides the definitive solution for identifying 'Productivity Theater.' As remote work scales, so does the use of hardware and software simulators designed to bypass traditional monitoring. Our engine uses neural-behavioral analysis to separate genuine human engagement from mechanical loops, ensuring your data remains untainted by fraudulent activity.
The hidden cost of spoofed productivity.
The 'Active Status' loophole has created a billion-dollar drain on global productivity. Employees are increasingly utilizing USB mouse jigglers, oscillating fans, and software scripts to maintain a 'Green' status on Slack or Teams while being completely away from their desks. This leads to massive payroll leakage and a breakdown of trust within distributed teams.
How Prodexo AI solves it.
Prodexo.ai eliminates this vulnerability by analyzing the physics of movement. Human cursor movement is characterized by micro-adjustments and variable acceleration. Our AI flags mathematical uniformity and non-human entropy in real-time, providing managers with an undeniable audit trail of fake activity.
Operational Impact
Payroll Recovery
Eliminate the 10-15% of hourly billing lost to automated status spoofing.
Project Velocity
Ensure Scrum and Agile metrics are based on actual work, not artificial 'uptime'.
Compliance Security
Prevent unauthorized hardware from maintaining sessions in secure environments.
Technical Implementation
"Our detection layer operates via a proprietary Heuristic Logic Engine. It measures 'Cursor Jitter' and 'Path Entropy' across 1,000 data points per minute. It cross-references movement with USB device descriptors to confirm hardware-based spoofing."
Deployment Protocol
Signal Acquisition
The agent captures raw input telemetry without recording sensitive screen pixels.
Entropy Analysis
Our AI evaluates the randomness of the cursor path using the Shannon Entropy model.
Hardware Fingerprinting
We scan the USB bus for specific HID classes that identify as 'Generic Input'.
Verified Alerting
Once a 99% confidence threshold is met, the system logs the event for HR review.
Operational Intelligence FAQ
Q: Can it detect 'Plug-and-Play' USB jigglers?
Yes. While these devices claim to be undetectable by the OS, they cannot hide the 'perfect' mathematical nature of their movement from our behavioral AI.
Q: What about mechanical platforms that move a real mouse?
Physical platforms lack the micro-vibrations and organic 'hesitation' found in human control. Our system detects this lack of organic friction.
Q: Will this flag me if I'm watching a long training video?
No. We specifically look for movement that is trying to appear as 'Active Input' while lacking human characteristics.
Q: Is this legal for US and EU based companies?
Yes. Prodexo is built with 'Privacy by Design,' recording hardware telemetry rather than personal content.
Q: Does it work on Mac and Windows?
Absolutely. Our cross-platform agent is optimized for both Windows and macOS kernel architectures.
Q: What happens if a false positive occurs?
Our threshold is 99.9%. Admins can review the behavioral graph to see exactly why an alert was triggered.
Ready to optimize your workforce?
Join 500+ enterprises leveraging Prodexo.ai today.