AI-Powered Fatigue Risk Management Platform

Eliminate Fatigue Risk.
Protect Your Workforce.

Fatigue Intelligence Group delivers AI-driven fatigue risk assessment, predictive workforce monitoring, and real-time safety intelligence helping organisations prevent fatigue-related incidents before they occur.

Fatigue Intelligence Group · Live Engine

Workforce Safety Dashboard

LIVE
FI
Fatigue Index Monitored 3,847
AL
Active Alerts Resolved 1,024
HR
High-Risk Shifts Flagged 18
CM
Compliance Monitoring Active
IR
Incident Risk Reduction 42.3%
94
Workforce Safety Score
Fatigue Governed · Compliant
The Fatigue Crisis

Fatigue Costs UK Businesses
Billions Every Year.

Workforce fatigue is the hidden epidemic draining productivity, causing accidents, and costing lives. Most organisations detect fatigue too late after the incident has already occurred. Fatigue Intelligence Group changes that with predictive, real-time intelligence.

£4.1B
Annual cost of fatigue to UK businesses in lost productivity and incidents
20%
Of all road accidents in the UK are fatigue-related, per ROSPA data
37%
Of UK workers report fatigue severely impacting their job performance
3x
Greater likelihood of workplace errors when fatigue score exceeds safe thresholds
Core Engines

Three Engines. One Intelligent Safety Platform.

Fatigue Intelligence Group combines real-time biometric data, AI predictive modelling, and regulatory compliance intelligence into a unified platform that keeps your workforce safe shift by shift, role by role.

Fatigue Risk Engine
Engine 01

Predictive Fatigue Risk Engine

AI models continuously assess individual and team fatigue risk using shift patterns, biometric inputs, and historical data to predict dangerous fatigue states before they occur.

Uses behavioural intelligence models to map sleep debt, circadian rhythm disruption, and shift load generating a real-time Fatigue Risk Score for every worker on shift.
Incident Forensics
Engine 02

Incident Forensics & Root Cause

Analyses workforce incidents, near-misses, and safety events to trace root causes to fatigue factors enabling corrective scheduling before the next shift begins.

Generates forensic-level operational intelligence reporting aligned with HSE, RIDDOR, and ISO 45003 standards, providing a defensible audit trail for regulatory review.
Compliance Automation
Engine 03

Compliance Automation Engine

Automatically checks every shift against Working Time Regulations, sector-specific rest requirements, and internal fatigue policies flagging breaches in real time.

Reduces the manual compliance overhead for H&S teams by 60%, ensuring every rota meets UK legal standards and HSE fatigue risk management guidelines automatically.
Our Mission

Transforming Reactive Safety Into Predictive Workforce Intelligence

Fatigue Intelligence Group was founded on a clear premise: the UK's safety and workforce management systems are reactive. Incidents are investigated after they occur. Fatigue is identified after the shift ends. The cost in human lives, regulatory penalties, and lost productivity is enormous and largely preventable.

Our platform transforms fatigue risk management from a paper-based, post-incident practice into a governed, real-time intelligence system. We don't just monitor shift hours we model the neurological and physiological signature of fatigue at an individual and team level, providing the early warning intelligence that allows managers to intervene before risk becomes reality.

Built by supply chain, logistics, and safety professionals, Fatigue Intelligence Group encodes operational expertise into a SaaS platform built specifically for the UK's high-risk sectors: logistics, healthcare, manufacturing, construction, and transport.

AI Fatigue Risk Scoring Engine
Biometric Integration Layer
Predictive Shift Intelligence
Incident Forensics Framework
Compliance Automation (WTR)
Real-Time Safety Alerting
UK GDPR · HSE Compliant
ISO 45003 Aligned
Founder & CEO

Mohammad Jia Ul Huq Khan Pattan

Operations Leader · MBA Logistics & Supply Chain · Workforce Safety Expert

A results-driven operations professional with an MBA in Logistics & Supply Chain Management from the University of the West of Scotland, and hands-on experience leading warehouse and logistics teams at Amazon and across the FMCG sector. Jia brings a unique combination of academic rigour and operational frontline expertise to the challenge of fatigue risk in high-intensity workplaces.

His experience managing late-shift warehouse teams, achieving 100% OTIF and zero lost-time incidents at Amazon through structured health & safety leadership, directly informs Fatigue Intelligence Group's approach building the kind of predictive, data-driven fatigue intelligence that operational managers actually need, not just what compliance teams require.

Growing the Team · Phase 2

Strategic UK Hires

Evidence-Based Recruitment Plan

Fatigue Intelligence Group is building its core team through a phased, revenue-linked strategy: a Full-Stack Engineer to accelerate the SaaS platform and biometric API integrations; a Senior Data Scientist to refine the Fatigue Risk Scoring models; and Customer Success Leads to manage onboarding across UK logistics and healthcare hubs in London, Manchester, and Birmingham.

All hires are UK-based, aligned with the Government's Workforce Safety and Digital Health agendas. By Year 5, the platform targets 20+ UK jobs across technical development, operations, and global commercial functions.

The Platform

Every Layer of Fatigue Intelligence Group's Safety Intelligence

Fatigue Intelligence Group is a cloud-native SaaS platform built on a modular architecture real-time dashboards, biometric API integration, proprietary fatigue risk data model, and UK GDPR-compliant infrastructure designed to serve high-risk UK sectors without requiring in-house safety data science teams.

Fatigue Risk Scoring
Module 01

AI Fatigue Risk Scoring

Machine learning models that calculate a real-time Fatigue Risk Score for every worker on shift factoring in sleep patterns, shift length, circadian phase, workload intensity, and historical incident data.

Each worker develops a unique Fatigue Profile a combination of personal risk tolerance, shift history, and physiological response patterns. This methodology is proprietary and creates highly defensible, legally admissible fatigue risk evidence.
Shift Intelligence Engine
Module 02

Predictive Shift Intelligence

Automatically diagnoses high-risk shift patterns excessive consecutive nights, insufficient rest windows, and dangerous shift rotation sequences before rotas are published.

Trained on UK sector-specific incident data and HSE fatigue research. The system self-calibrates risk thresholds by role and sector, providing a robust audit trail for regulatory inspections.
Biometric Integration
Module 03

Biometric Integration Layer

Integrates with wearable devices, access control systems, and telematics to enrich the fatigue risk model with objective physiological data heart rate variability, reaction time, and alertness indicators.

Generates comprehensive fatigue intelligence reports that link biometric markers to operational performance, providing safety managers with the objective evidence base previously unavailable to non-enterprise organisations.
Compliance Engine
Module 04

Compliance Automation Engine

Automatically checks every shift and rota against Working Time Regulations, sector-specific rest requirements, and internal fatigue policies flagging breaches before they become liabilities.

Performance-Weighted Risk Evolution ensures high-risk patterns are automatically escalated. New rotas are validated against established safe scheduling patterns before deployment, reducing compliance risk to near zero.
Sector Benchmarking
Module 05

Sector Benchmarking Network

A federated learning architecture enabling anonymised fatigue risk data from thousands of UK organisations to continuously improve predictive models without sharing sensitive workforce data.

Fatigue patterns from logistics hubs in the Midlands can improve safety intelligence for healthcare trusts in Manchester. Provides sector-specific benchmarks allowing organisations to compare their fatigue risk profile against industry standards.
Incident Forensics
Module 06

Incident Forensics Engine

Virtually reconstructs shift conditions at the time of any incident to determine the fatigue contribution providing legally defensible root cause analysis for HSE investigations, insurance claims, and internal reviews.

Human-in-the-Loop Safety Index provides a composite measure of organisational fatigue governance quality, converting manual incident review into an automated, evidence-based safety intelligence process.
Market Analysis

A £12.4bn UK Safety Market. 200,000 At-Risk Employers. A Clear Gap.

The UK presents a structurally underserved market for intelligent fatigue risk management. With over 200,000 UK businesses in high-risk sectors logistics, healthcare, manufacturing, construction and no comprehensive AI-powered fatigue intelligence platform at SME pricing, the demand is both urgent and commercially validated.

£12.4B
UK Occupational Health & Safety technology market, growing at 18.2% CAGR to 2030
UK Industry Data 2024
200K+
UK employers in target sectors with shift-work populations and active fatigue risk exposure
HSE Workforce Analysis 2024
76%
Of UK organisations have no structured fatigue risk management system beyond basic WTR compliance
2025 Safety Research
UK Fatigue Risk Sources by Sector
Primary contributors to fatigue-related incidents across UK industries
Fatigue Gap Employer Risk Management
Where UK employers fail to address fatigue before it becomes an incident
Competitive Positioning UK Fatigue Management Landscape
Fatigue Intelligence Group vs. existing platforms across key capability dimensions
UK Occupational Safety & Fatigue Market Growth
Market expansion trajectory in safety technology (USD Billion)
Fatigue Intelligence Group vs Competitors Capability Score
Feature coverage comparison across fatigue risk dimensions
Pricing Plans

Enterprise-Grade Fatigue Intelligence at SME-Optimised Pricing

Three subscription tiers designed to scale with your organisation's workforce complexity from basic fatigue monitoring to full predictive intelligence and forensic governance. All plans include real-time dashboards, WTR compliance checking, and UK GDPR-compliant data architecture. No in-house safety scientists required.

Starter Plan

Safety Core

For SMEs beginning their fatigue risk journey structured monitoring and WTR compliance without complexity.

£120
/ month · per organisation
  • ✓ Fatigue Risk Score monitoring (up to 50 workers)
  • ✓ WTR compliance checking & alerts
  • ✓ Basic shift safety dashboard
  • ✓ Email & SMS risk alerts
  • ✓ UK GDPR-compliant data storage
  • ✓ Email support
Pro Plan

Risk Intelligence

For logistics, manufacturing, and healthcare employers requiring predictive fatigue intelligence and biometric integration.

£420
/ month · per organisation
  • ✓ Everything in Safety Core
  • ✓ AI Predictive Fatigue Risk Engine
  • ✓ Biometric & wearable integration
  • ✓ Incident Forensics reporting
  • ✓ Shift Intelligence & rota optimisation
  • ✓ Priority onboarding support
Enterprise Plan

Safety Sovereign

For multi-site organisations, NHS Trusts, and large logistics networks requiring full forensic governance and sector benchmarking.

£280
/ month · per site + setup
  • ✓ Everything in Risk Intelligence
  • ✓ Sector Benchmarking Network access
  • ✓ HSE-ready forensic audit reports
  • ✓ ISO 45003 compliance framework
  • ✓ Dedicated account management
  • ✓ Custom API & ERP integration
Professional Services Add-ons
One-Time
Safety Onboarding
£600
Platform setup, biometric calibration & workforce fatigue baseline assessment
Assessment
Fatigue Risk Audit
£750
Comprehensive fatigue risk audit of existing rotas, shift patterns & incident history
Variable
Strategic Safety License
Custom
Licensing for regional health networks, NHS frameworks, or sector safety partnerships
Frequently Asked Questions

Common Questions About Fatigue Intelligence Group

What is fatigue risk management and why does it matter for UK employers?

+
Fatigue risk management is the process of identifying, monitoring, and mitigating the safety risks posed by worker fatigue in shift-based and high-demand roles. UK employers have a duty of care under the Health and Safety at Work Act 1974 and the Working Time Regulations 1998 to ensure workers are not placed at risk from fatigue. Fatigue Intelligence Group operationalises that duty turning it from a paper policy into a live, evidence-based safety system.

Which sectors does Fatigue Intelligence Group serve?

+
Our platform is designed for any UK organisation with shift-based workforces or high-demand roles: logistics and supply chain (warehouse, transport, distribution), healthcare (NHS Trusts, care homes, emergency services), manufacturing and industrial, construction, and security services. Phase 1 focuses on logistics and healthcare the two sectors with the highest documented fatigue-related incident rates in the UK.

Is Fatigue Intelligence Group compliant with UK data protection requirements?

+
Yes. Fatigue Intelligence Group is architecturally designed to comply with UK GDPR, ICO guidance on health data processing, and ISO 45003 (Psychological Health & Safety at Work). Biometric and health data is processed under explicit consent frameworks, with full data subject rights built into the platform. All fatigue reports are generated in formats suitable for HSE inspection, employment tribunal, and insurance purposes.
How It Works

From Reactive Safety
to Predictive Intelligence

Fatigue Intelligence Group operates as a closed-loop safety intelligence lifecycle capturing, scoring, predicting, and continuously evolving your organisation's fatigue risk data so every shift decision is informed by real intelligence, not guesswork.

The 6-Phase Lifecycle

A Complete Safety Intelligence Loop Not Just a Dashboard

Phase 01 · Assess

Establish Your Fatigue Risk Baseline

Fatigue Intelligence Group ingests your existing shift patterns, rotas, and incident history to establish a comprehensive fatigue risk baseline for your organisation. No manual data entry. No disruption to existing systems.

The Assessment phase surfaces the hidden cost of unmanaged fatigue giving you a precise, data-driven view of your current safety posture before a single schedule is changed.

Automated Data Ingestion Risk Baseline Report Zero Disruption
Phase 01 – Assess
Phase 02 – Monitor
Phase 02 · Monitor

Real-Time Fatigue Risk Monitoring Every Shift

The Monitoring Engine constructs a live fatigue risk map of every active shift in your organisation from role to individual highlighting workers approaching dangerous fatigue thresholds in real time, with automated manager alerts.

Think of it as a safety X-ray for your workforce: objective, continuous, and actionable. Every shift is scored for fatigue risk before, during, and after.

Live Risk Dashboard Automated Alerts Individual Scoring
Phase 03 · Predict

Predict Dangerous Fatigue Before It Happens

The AI Fatigue Risk Engine uses historical patterns, biometric inputs, and shift data to predict dangerous fatigue states 24–72 hours in advance giving managers time to intervene before risk becomes reality.

When a high-performing worker begins showing the early fatigue signature of an at-risk incident, Fatigue Intelligence Group captures and codifies that signal enabling proactive intervention, not reactive investigation.

72-Hour Prediction Early Warning System Proactive Intervention
Phase 03 – Predict
Phase 04 – Intervene
Phase 04 · Intervene

Deploy Intelligent Interventions Automatically

Fatigue-triggered workflow automation converts a high-risk alert into a structured intervention sequence automatically recommended rest breaks, shift reassignment suggestions, and manager escalation without requiring manual coordination.

The platform deploys intelligent scheduling guidance across your operations ensuring every shift decision follows the proven safe scheduling logic, regardless of who is managing the rota.

Auto Intervention Schedule Optimisation Manager Escalation
Phase 05 · Comply

Automated Compliance Every Shift, Every Role

The Compliance Automation Engine watches every active shift for WTR breaches, insufficient rest periods, and excessive consecutive nights alerting you before a regulatory breach, not after the HSE inspector arrives.

Every shift interaction is logged with a high-fidelity audit trail, generating compliance-ready reports aligned with HSE fatigue guidance and ISO 45003. Replaces the 76% manual compliance checking overhead with automated governance.

WTR Checking Live Audit Trail HSE-Ready Reports
Phase 05 – Comply
Phase 06 – Evolve
Phase 06 · Evolve

Continuously Learn & Evolve With Your Organisation

The Outcome-Learning Safety Memory closes the loop linking every fatigue intervention to incident outcomes and automatically prioritising the risk management patterns that deliver the highest safety returns. Your platform gets smarter with every shift.

The Sector Benchmarking Network further enriches your models with anonymised benchmarks from thousands of UK organisations ensuring your fatigue intelligence stays ahead of the risk curve as working patterns evolve.

Outcome-Learning Memory Self-Optimising Models Sector Benchmarking
Implementation Timeline

Up and Running in 6 Weeks

Week 1–2
Onboard & Connect

Platform activation, shift data ingestion, HR system integration, and secure fatigue risk configuration. Zero downtime to existing operations.

API SetupZero Downtime
Week 3–4
Assess & Score

Live monitoring begins. Your fatigue risk baseline is established, individual risk profiles are created, and your Workforce Safety Score is calculated.

Live MonitoringSafety Score
Week 5
Predict & Intervene

Predictive models are calibrated to your workforce. Automated intervention workflows are activated. Managers begin receiving 72-hour advance fatigue alerts.

Predictive AIAuto Alerts
Week 6
Comply & Evolve

Full compliance automation is live. HSE-ready audit reports are generated. The platform begins its continuous learning cycle getting smarter with every shift.

WTR ComplianceContinuous Learning
FAQ

Everything You Need to Know About Fatigue Intelligence

Got questions about how Fatigue Intelligence Group works, what sectors we serve, or how we handle sensitive workforce data? We've answered the most common ones below.

Which industries does Fatigue Intelligence Group serve?

+
Fatigue Intelligence Group is designed for any UK employer with shift-based workers or high-demand roles. Primary sectors include logistics and distribution (warehouse, transport, last-mile), healthcare (NHS Trusts, care homes, emergency services), manufacturing, construction, and security operations. Our Phase 1 pilot focuses on logistics and healthcare the sectors with the highest documented fatigue incident rates and the clearest ROI from predictive fatigue management.

Is Fatigue Intelligence Group only available in London?

+
Phase 1 pilots are focused on London and the South East to build UK-specific sector benchmarks and validate core assumptions in a concentrated market. From Year 2, the platform will expand nationally to Manchester, Birmingham, Bristol, and other major UK logistics and healthcare hubs. By Year 3, all UK regions will be served, with EU expansion planned for high-risk industrial sectors in Germany, the Netherlands, and Scandinavia.

How does Fatigue Intelligence Group compare to basic WTR compliance tools?

+
Basic WTR compliance tools check whether shifts meet minimum legal rest requirements but they cannot predict fatigue risk, integrate biometric data, perform incident forensics, or benchmark your organisation against sector peers. Fatigue Intelligence Group unifies risk prediction, real-time monitoring, compliance automation, and forensic investigation into a single closed-loop platform delivering the safety intelligence that reactive compliance tools cannot provide.
More Questions

Advanced Platform Questions

How does the biometric integration work?

+
Fatigue Intelligence Group integrates with leading wearable devices via open APIs including Garmin Health, Fitbit for Enterprise, Whoop, and access control systems. Data flows securely into the fatigue risk model under explicit worker consent frameworks, with full data subject rights and anonymisation controls. No biometric data is shared with employers without worker consent; the platform outputs a risk score, not raw physiological data.

Can Fatigue Intelligence Group integrate with our existing HR or scheduling systems?

+
Yes. Our platform offers pre-built integrations with SAP HR, Workday, BambooHR, Kronos Workforce Management, and leading rota platforms. For bespoke systems, our RESTful API allows integration with any HR, scheduling, or ERP platform. The Risk Intelligence and Safety Sovereign plans include full integration support as part of onboarding.

What does an HSE-ready forensic report look like?

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Our forensic incident reports reconstruct the exact shift conditions fatigue scores, rest periods, cumulative hours, biometric markers if available at the time of any safety incident or near-miss. Reports are structured to meet HSE investigation standards, suitable for RIDDOR submissions, employment tribunal proceedings, and insurance claims. Reports are generated in PDF and structured data formats, exportable on demand.
Fatigue Intelligence Group team
Still Have Questions?

Talk Directly to Jia

As founder and CEO, Jia personally leads every pilot onboarding and is available to walk through the platform, answer technical questions, or explore whether Fatigue Intelligence Group is the right fit for your organisation. No sales team. No automated sequences. Just a direct conversation with the person who built it.

Jia – Founder & CEO, Fatigue Intelligence Group
Get In Touch

Start Your Fatigue Intelligence Journey

Ready to see how Fatigue Intelligence Group can protect your workforce, reduce incidents, and automate your compliance obligations? Book a live platform demo and discover how predictive fatigue intelligence transforms your safety operations.

Request a live platform walkthrough and discover how Fatigue Intelligence Group can transform reactive safety management into a permanent, evidence-based Workforce Safety Intelligence asset reducing incident risk, ensuring regulatory compliance, and delivering quantifiable ROI.

Email fatigueuntelligencegroupuk@outlook.com
Phone +44 7440571772
Location Coventry, United Kingdom
Compliance UK GDPR · HSE Standards · ISO 45003 · WTR Compliant
Integrations SAP · Workday · Kronos · BambooHR · Garmin Health · Whoop
Certifications Lean Six Sigma · SAP Supply Chain · H&S Awareness · Microsoft Certified

Request a Demo