Reduce Fatigue-Related Incidents Before They Happen with Real-Time Voice Analysis
Predict fatigue risk in seconds using voice — no wearables, no cameras, zero friction.
Try it now - no setup required.
Predict fatigue risk in seconds using voice — no wearables, no cameras, zero friction.
Try it now - no setup required.
WISS is a real-time fatigue risk prediction system designed for high-risk operations such as mining, transportation, and industrial environments. Using a short voice recording (8–15 seconds), WISS identifies early signs of fatigue-related impairment and alerts both workers and supervisors before a potential incident occurs.
Unlike wearables or camera-based systems, WISS requires no additional hardware and can be deployed immediately across your workforce using mobile devices.
Why Companies Use WISS:
How it Works:
Workers complete quick voice check-ins during their shift. The system compares each recording against a continuously updated personal baseline to detect deviations associated with fatigue risk. When risk increases, supervisors are notified instantly, enabling timely intervention
Key Advantages:
WISS is designed to integrate seamlessly into existing safety protocols, adding an additional predictive layer to your fatigue risk management strategy.
WISS works by identifying subtle changes in voice patterns associated with fatigue and reduced alertness.
Each worker completes short voice check-ins during their shift (start, middle, end). The system compares each new recording against that individual’s historical voice patterns to detect deviations that may indicate increased fatigue risk
From day one, WISS begins generating risk indicators using a general baseline. As more data is collected, the system builds a personalized model for each worker, improving sensitivity to individual changes over time
What makes WISS different:
The result is a practical, field-ready system that helps supervisors identify when a worker may be approaching a critical fatigue state—before it leads to an incident.
Company Onboarding:
WISS is deployed at the organizational level through a centralized dashboard.
Companies prepare their system structure (sites, groups, supervisors) and activate the App users.
The system is ready to operate immediately after setup.
Using WISS requires less than one minute per check-in:
And that's it!.
What happens next:
For transport operations (optional):
Location data can be enabled to support operational decisions, such as identifying nearby rest points when a high-risk alert is triggered.
WISS is designed to fit naturally into existing workflows without disrupting operations.
The WISS dashboard provides supervisors and safety teams with immediate visibility into workforce fatigue risk across all sites.
With a single interface, you can:
Key Capabilities:
WISS transforms fatigue management from a reactive process into a proactive operational tool.
Our Voice Fatigue Risk Analysis API enables developers to seamlessly integrate advanced fatigue detection into their applications. Built for scalability and accuracy, our solution helps you monitor user fatigue through voice analysis with a simple monthly subscription model.
Developer Portal Features:
Once your Developer Portal is activated, you will be able to:
Advanced Capabilities
Chairman of the Board
Vice-Chairman
info@wisstechnology.com
Access our white papers on fatigue prevention, built on data analysis, predictive models, and real-world field experience. Content designed to drive smarter decision-making in critical environments.
Audio AI in Logistics 
Voice AI in Air Traffic Controllers Environments
Voice AI Transforming Fatigue Management in Mining