Our Case Studies

HAVSafe: AI-Powered Hand-Arm Vibration Safety Device

HAVSafe is an intelligent, AI-enabled wearable developed by Softlabs Group to protect workers from Hand-Arm Vibration Syndrome (HAVS). It enables real-time vibration exposure tracking, health monitoring and proactive alerts for enhanced safety and compliance

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Industry

Construction / Industrial Safety

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App Type

Enterprise Safety Wearable + Companion App

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Methodology

Agile Scrum

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Platform

Cross-platform:Android & iOS mobile apps, plus cloud dashboard

Client Intro

FP McCann UK, a foremost construction materials manufacturer, partnered with Softlabs Group to design a next-generation wearable safety solution. Their goal: prevent vibration-related injuries, promote worker well-being and streamline compliance through innovative technology.

Country

country flagUK

HAVs

The Need for Innovation


01
Regulatory & Health Concerns

Exposure to high-vibration tools puts workers at serious risk of Hand-Arm Vibration Syndrome (HAVS). Globally, the prevalence among such exposed workers averages around 50%, with some groups reporting rates from 6% up to 100%, depending on exposure intensity and duration. Moreover, in the U.S., an estimated 1.2 million workers are potentially exposed to hand‑arm vibration—particularly in sectors like construction and manufacturing .

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02
Demand for Smarter Safety Tools

Standards such as the UK’s Control of Vibration at Work Regulations (2005) legally require employers to manage vibration exposure risks from handheld power equipment. Yet, manual tracking remains impractical and often inaccurate, leaving employers vulnerable to non-compliance, health risks and potential legal liability. This underscores the demand for automated, data-driven wearable safety solutions.

03
Operational Risks

Traditional safety oversight struggles with delayed recognition of fatigue or accidents—wearables can close that gap. A recent review shows that wearable technologies improve ergonomic conditions by about 38% compared to traditional methods in industrial settings. That means better prevention of injuries, faster incident response, and stronger operational continuity.

What we Built

Softlabs Group delivered HAVSafe, an AI-enabled smartwatch safety wearable engineered specifically for vibration-heavy construction environments. It features:

  • QMI8658 accelerometer for real-time vibration detection aligned with ISO standards
  • Heart rate & SpO₂ sensors for monitoring fatigue and physiological stress
  • Fall & impact detection, triggering SOS alerts to supervisors or emergency contacts
  • Cloud-powered dashboards offering exposure logs, compliance analytics, and automated reports
  • Custom tool usage tracking, delivering personalized vibration thresholds and break prompts
mutual fund

Client Pain Points and Fixes


Pain Points (Client Faced)

  • 01

    Manual, unreliable monitoring of vibration exposure

  • 02

    Fatigue and stress overlooked

  • 03

    Delayed or no accident response

  • 04

    Poor compliance tracking

  • 05

    No personalization for tool use

Our Solution (How We Solved It)

  • Integrated smartwatch accelerometer for continuous, ISO-compliant tracking

  • Added AI-driven vitals monitoring with fatigue alerts

  • Enabled fall/impact detection with immediate alerts

  • Built cloud dashboard with audit-ready reports and exposure history

  • Devised tool-based tracking with safe-use recommendations

Dashboard safe material transport

What We Achieved

Dashboard Image
1
Proactive Safety

Enabled early warnings, reducing HAVS risks on site.

2
Compliance Assurance

Supported adherence to ISO vibration exposure regulations.

3
Increased Productivity

Fewer health-related disruptions and better scheduling.

4
Data Visibility

Empowered supervisors with actionable safety metrics

5
Extended Use Cases

Potential for adaptation in military environments for field law enforcement and telemedicine.

AI Features
Implemented

modern UI
Vibration Exposure Monitoring

Always-on tracking with real-time hazard alerts.

Simplified process management
Health & Fatigue Detection

Monitors vitals to prevent overexertion.

reporting and communication tools
Accident Detection & SOS Alerts

Immediate help dispatched when needed.

Scalable architecture
Tool-Based Safety Profiling

Custom safe-use thresholds per tool.

Maintenance-ready system
Automated Notifications

Multi-channel alerts delivered via watch, dashboard and supervisor interfaces.

Maintenance-ready system
Secure Cloud Analytics

Detailed exposure trends and compliance-ready logs.

Maintenance-ready system
Role-Based Dashboard Access

Same data, tiered visibility for workers and supervisors.

This solution also Fits for


Movement Risk Assessment
Industrial Ergonomics & Movement Risk Assessment

Improving workplace ergonomics and reducing strain through smart monitoring.

Health Monitoring
Fatigue & Health Monitoring at Scale

Tracking worker vitals to manage fatigue and ensure on-site safety.

Analytics
Vibration Hazard Exposure Analytics

Providing continuous vibration exposure data for compliance and risk control.

Accident Prevention
Fall Detection & Accident Prevention

Detecting falls instantly and alerting supervisors for rapid response.

Workplace Safety
Workplace Safety in Chemical & Hazardous Environments

Enhancing protection in high-risk sites with real-time safety alerts

Technologies Used

Hardware
accelerometer - HAvs

Smartwatch with
accelerometer

Heart Rate - HAvs

heart rate

spO2 sensors - HAvs

SpO₂ sensors

Software
AI models - HAvs

AI models

Cloud backend - HAvs

Cloud backend

dashboards - HAvs

Real-time dashboards

Compliance
health standards - HAvs

Aligned with all key ISO and occupational health standards

20+

Years of Experience

25+

Countries

2000+

Clients

5000+

Projects

Other Case Studies


At Softlabs Group, we take pride in solving complex business challenges with innovative and reliable solutions. Our case studies showcase how we’ve empowered clients across industries with tailored software that delivers measurable results and drives success.

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FAQs


HAVSafe is a smartwatch-based wearable that protects workers from vibration-related injuries. It is built for industries such as construction, mining, oil & gas, manufacturing and even defense units where high-vibration tools are regularly used.

The device continuously measures vibration intensity and duration against ISO-defined safety thresholds. Workers receive alerts before reaching unsafe exposure levels, helping them take breaks and avoid overexposure.

Yes, It also tracks vital signs like heart rate and blood oxygen (SpO₂) levels. This allows early detection of fatigue, stress, or abnormal vitals, adding another layer of safety beyond vibration monitoring.

HAVSafe is equipped with fall and impact detection. If a worker falls or suffers a sudden impact, the device sends instant alerts to supervisors or emergency contacts, enabling faster response times.

All data is uploaded securely to the cloud. Employers can access dashboards that provide historical exposure records, compliance audit reports and safety analytics. This simplifies ISO compliance and reduces legal risks.

Yes, HAVSafe logs tool type, vibration intensity and usage duration, then calculates safe working limits per tool. Workers get personalized recommendations and supervisors can adapt safety policies accordingly.

Absolutely. Each worker has a unique profile and role-based dashboards allow supervisors to view overall trends while keeping individual data secure. This makes the solution suitable for both small teams and large enterprises.

For infantry units, HAVSafe ensures soldiers stay within safe vibration exposure, monitors their vitals in remote conditions, detects accidents and supports integration with telemedicine systems. This improves readiness and reduces downtime in field operations.

It combines a QMI8658 6-axis accelerometer, heart rate and SpO₂ sensors, AI-driven analytics and a secure cloud dashboard for reporting. All features are aligned with ISO Hand-Arm Vibration standards.

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