WISS Technology - Fatigue Prevention

WISS Fatigue Risk Management System

"WISS provides proactive fatigue-risk prediction up to 5 hours before onset — the only solution offering predictive accuracy within the same work shift, without requiring wearables or cameras."

The WISS-APP enables voice analysis through an 8-15 second recording, which is transmitted to a cloud-based system. The system analyses the user's fatigue risk level and sends the results back to their device and email. Depending on the configured settings, email alerts and push notifications can also be sent to supervisors. Using WISS-APP three times per day allows the system to build and maintain a personalized data model for each user, enhancing its effectiveness in predicting fatigue risk. Additionally, the reporting dashboard provides real-time insights into each user's trends for immediate evaluation.

The Issue of Fatigued in the Workplace: Fatigue is a widespread challenge that affects professionals across industries. Whether operating heavy machinery, providing healthcare, managing logistics, or working in office environments, fatigue reduces concentration, slows reaction times, and increases the risk of mistakes.
Beyond immediate safety concerns, fatigue also impacts productivity, decision-making, and overall well-being. Organizations that fail to address this issue face higher risks of accidents, inefficiencies, and preventable losses. Tackling fatigue requires a proactive approach: promoting healthier schedules, encouraging rest, and fostering a culture where alertness and safety are valued as essential to performance.
Features:

Non-intrusive voice-based user algorithm for detecting fatigue risk.
Friendly multi-user mobile app interface to obtain your fatigue risk.
Quick, 8–15-second voice recording and sleep/shift data collecting.
Up to 90% accuracy in fatigue risk prediction (with constant use).
Requires no additional hardware.
Online and programmable, easily accessible reports.
Affordable monthly subscription pricing.
Predicts fatigue risk levels up to 5 hours in advance.

Global Compatibility: WISS Technology can supports multiple languages worldwide, ensuring safety for workers across the globe.
Wellness Feature: The newly integrated feature enhances the system's capabilities by identifying early signs of impaired cognitive function, which could be the result of an underlying medical condition, or may suggest the presence of substance use that could affect user's performance, including alcohol or drugs. This added functionality provides an important layer of protection to ensure safer workplace conditions.

How WISS Technology predicts the risk of Fatigue

The system initially achieves a 70% effectiveness in predicting fatigue risk for new users. This is possible because the algorithm relies on a standard baseline for evaluation while it develops a personalized baseline for each user. By following the protocol of three recordings per workday (start/middle/end), the system begins using a basic personalized baseline after 10 consecutive days of use, continuing to refine and adapt over time. Once the data set reaches 200 recordings, the system achieves 90% prediction effectiveness. Since the system is designed to continuously learn, it always uses the most recent 200 recordings to update the user baseline, with the potential to exceed the 90% effectiveness benchmark.

Company Onboarding Process:

Subscription & Setup Fee
- Company subscribe to the app, paying a one-time account setup fee followed by a monthly license subscription.
Administrative Portal Setup
- After first subscription is done, they access the Administrative Dashboard to start registering:
  - System Structure Data
  - System Parameters and Settings
  - Set up recurring monthly billing (based on total number of app-users)

Driver’s Use of the app

Step 1: Install the App on your device
Step 2: Open the App

Launch the WISS app to begin your session. Click the microphone to start.

Step 3: Voice Recording

Record your voice for 8–15 seconds during routine check-ins or when prompted. Advanced voice recognition technology ensures accurate analysis.

Step 4: Answer basic questions (Once Daily)

Provide brief details about your sleep and shift times—this helps establish essential background data.

Step 5: Fatigue Risk Prediction

Our patented AI technology analyzes the voice recording to assess risk of fatigue.

Step 6: Immediate Feedback

If a high fatigue risk is detected, the app will:
- Display results directly on the APP screen
- Send an email notification to you
- Alert your supervisor via email/notification

Step 7(optional): GPS Location (transport)

If enabled, clicking the alert on the email will show:
- Your current location at the time of risk detection
- The 10 nearest rest stops where you can take a break

Try the WISS-APP Here!!

Administration Dashboard Features

Once the Dashboard is set up, administrators will have access to:

Global alert statistics and users with the most alerts
Voice logs by users and dates
Reports by users, groups (sites) and globally, by dates
Configuration of automatic reports
Creation of Groups (sites), supervisors and Users of the application
Other application and system settings

Other key features:

Large corporations can use just one WISS Dashboard to manage all their sites, companies or subsidiaries.
The information with the results will be available in the Dashboard immediately every time a user of the application makes a voice sample
User records CANNOT be manipulated or deleted in any way from the dashboard, the only data entry point is the WISS-APP application
Some reports are available in PDF format and also in XLSX (Excel) format

Dashboard Login

Voice Fatigue Risk Analysis API for Developers

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:

Create up to 5 independent applications for your services
Add unlimited users to each application
Choose from flexible pricing plans, upgrade or downgrade anytime:

Basic Plan: Up to 100 voice samples
Standard Plan: Up to 400 voice samples
Premium Plan: Up to 800 voice samples

Access to three core API endpoints:

Users Management
Voice Sample Submission
Users Results Retrieval

Activate or Deactivate users directly from the Portal
Access full API documentation within the Portal

Advanced Capabilities

Up to 90% accuracy with continuous usage
Personalized AI model for each user
Voice quality filtering for every sample
Fraud detection on each new voice submission
Dynamic baseline adaptation that evolves over time

Developer APIs Login

Prevent Fatigue and Improve Safety with WISS Technology

Advanced Fatigue Risk Prediction using Voice Analysis to keep workers alert and safe on the Workplace