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EonPredict® Enterprise Fatigue & Fit-for-Duty
App

Fatigue Control in Mission-Critical Operations:
Anticipate risk 48 hours ahead and validate fitness at the Pre-Shift Gate.

Waiting for an in-cab camera to trigger a microsleep alarm on the haul road forces an immediate asset freeze with no relief driver available. This unbudgeted downtime costs $30,000 to $60,000 USD per hour.

EonPredict® deploys an enterprise dual-horizon architecture: it projects cumulative cognitive and physiological exhaustion 24h to 72h ahead for frictionless roster planning, and executes a sub-30-second pre-shift gate screening certifying Fit for Duty status under ISO 45001, OSHA, and MSHA mandates.

Book C-Suite / Technical Briefing
Zero unplanned downtime Pre-shift gate audit <30 seconds ISO 45001 / OSHA / ILO C155 compliant
Operational Readiness Console Open-Pit Haulage & Ultra-Class Trucks
Readiness Assessment (HRV Autonomic Tone) Fit for Duty
Evaluated Factors: Baseline Rest • Circadian Phase • Reflex Speed • Elevation • Hazard Rating
Horizon 1: Anticipation
48h Ahead
Zero-downtime re-roster
Horizon 2: Pre-Shift Gate
<24 sec
Verified fit-for-duty
Shift Impact: 100% Continuity • Zero Bottlenecks
Unique Market Differentiator

The 2 Horizons of EonPredict®

Most industrial vendors provide either a late in-cab alarm or an isolated, subjective questionnaire. EonPredict® establishes a dual safety barrier engineered specifically for the realities of multi-billion-dollar mission-critical sites.

HORIZON 1 • EXCLUSIVE DIFFERENTIATOR In Planning & Rostering

Risk Anticipation: 24h to 72h Ahead

Our definitive competitive moat. While traditional systems wait until an operator is already at the controls, EonPredict® analyzes biological recovery curves, shift rotation schedules, and sleep debt to forecast with days of anticipation when a worker will reach a critical fatigue threshold.

Proactive Dispatch Balancing: Operations and dispatch reassign crews calmly ahead of time without affecting daily tonnage or production targets.
Zero Haul Road Freezes: Completely eliminates the emergency scramble to find relief drivers halfway through a shift.
Seamless Enterprise Integration: Syncs natively with Fleet Management Systems (Modular, Hexagon, Mincom, SAP).
Operational Outcome: Predictable rosters, continuous production.
HORIZON 2 • AT THE GATE Turnstiles / Shift Handover

Pre-Shift Screening: Under 30 Seconds

Objective Fit for Duty validation before anyone touches high-risk equipment. In less than half a minute, operators are evaluated non-invasively at RFID turnstiles or access kiosks before boarding transit buses or entering machine cabs.

Zero Shift Bottlenecks: High-throughput design processes hundreds of operators rapidly during shift handovers (<30s per worker).
Auditable Digital Sign-Off: Produces timestamped electronic compliance proof fulfilling ISO 45001 and OSHA legal mandates.
Objective & Union-Friendly: No subjective questionnaires or punitive tests; based strictly on calibrated physiological readiness.
Operational Outcome: 100% verified workforce before dispatch.
Protecting Existing Capital Investments

EonPredict® doesn't replace your in-cab cameras: it makes them 85% more effective

By filtering and re-rostering fatigued personnel before they board equipment, your installed Driver Safety Systems (Hexagon, Seeing Machines, SmartCap, Caterpillar MineStar) only receive rested operators. This slashes false alarms by up to 85% and completely cures alarm fatigue in control centers.

Review Interoperability
Financial Reality in High-Risk Operations

Alert Timing Dictates Operating Margin

In mining, petrochemical, and continuous processing plants, discovering fatigue late transforms a manageable physiological condition into an expensive logistical crisis.

Late Detection in Cab

Unplanned Asset Stall

The in-cab camera alarms mid-shift. A $6M USD haul truck halts on the rampa. No relief driver is stationed nearby.

Direct Loss: $30,000 – $60,000 USD/hour
Isolated Last-Minute Gate Test

Delayed Shift Kickoff

An operator fails a test 5 minutes before departure. Shift supervisors scramble to find replacements in camp, delaying the departure convoy.

Cycle loss & labor friction
With EonPredict® (Dual Horizon)

Planned Shift Continuity

48h anticipation balances rosters in ERP + swift <30s verification at turnstiles. The entire fleet starts on schedule at 100% capacity.

Zero stalls • 100% active shift
Capital Payback & Return on Investment

Full Amortization in Under 45 Days

Preventing just 4 to 8 unplanned equipment stoppages per month yields an estimated direct operational saving of $2.4M to $5.8M USD annually for a standard open-pit haulage fleet.

Calculate Mine Site ROI
Rapid & Objective Gate Testing

Pre-Shift Screening: Fit for Duty in <30s

Engineered specifically for shift changes: hundreds of operators screened within minutes without causing bus boarding delays or entrance bottlenecks.

01

Zero Bottlenecks

Automated integration with RFID badge turnstiles and rapid touch kiosks. Under 30 seconds per worker with zero delay to departures.

02

Non-Invasive & Objective

No invasive queries or subjective bias. Evaluates physiological response parameters, ocular readiness, and reaction speed.

03

Digital Audit Sign-Off

Automatically certifies fitness for duty with immutable date, time, and operator credentials ready for OSHA/MSHA audits.

04

Supervisor Early Alert

If an operator breaches safety thresholds, Occupational Health is notified instantly for scheduled active rest or proactive relief.

Scientific Rigor

A single sensor cannot measure human fatigue

Yawning or slow eyelid closure are merely late-stage symptoms. EonPredict® evaluates 5 interdependent dimensions to model true human readiness with clinical precision before and during each operational shift.

Strict Medical Data Privacy Site supervisors only view operational readiness flags (Fit / Requires Review). All biomedical data is securely quarantined under ILO C155/C161 guidelines.
01. CLINICAL BASELINE Dynamic Medical Exam

Occupational Health Baseline

Integrates annual medical reviews, cardiovascular capacity, metabolic risk indicators, and sleep apnea predispositions.

02. CIRCADIAN RHYTHMS 14x7 / 7x7 Rosters

Cumulative Sleep Debt

Models the impact of consecutive night shifts and multi-week swings, predicting circadian alertness dips between 02:00 and 06:00 AM.

03. AUTONOMIC TONE Heart Rate Variability

Reaction Speed & Reflexes

Assesses neuromuscular responsiveness and central nervous system tone, isolating temporary physical strain from deep cognitive fatigue.

04. HOSTILE ENVIRONMENT >12,000 ft / 3,800 m

Hypoxia & Thermal Stress

Factored algorithms account for high-altitude hypobaric hypoxia, extreme cold, and heat stress in underground operations and smelters.

05. TASK CRITICALITY Position Risk Matrix

Task Demand & Consequence Profile

Calibrates safety tolerance based on task consequence: steep waste-dump haulage, electric rope shovels, critical crane rigging, or long-distance hazmat transport.

Global Application

Tailored for Critical Sectors

Select your operational environment to see how EonPredict® safeguards production while ensuring global EHS compliance:

Large-Scale Surface Mining • Ultra-Class Haul Fleets

Targeting: VP Mining, Operations Managers, Global EHS Directors
Zero Haul Truck Stalls
The Operational Pain

Mid-shift cabin alarms force operators off the truck with no backup driver nearby, parking multi-million dollar haulers at up to $60,000 USD/hour in lost production.

The EonPredict Impact

48-hour roster forecasting enables proactive re-rostering without shovel delays, combined with rapid pre-shift gate screening (<30s) providing an immutable compliance record.

Corporate Governance & Legal Shielding

Built to Withstand Tier-1 Audits

EonPredict® is not merely operational software: it is the definitive evidentiary record your corporate board and legal counsel require during safety regulatory investigations.

ISO 45001:2018

Fully satisfies Clause 8.1 (Operational Planning and Control) and ISO 45003 guidance on psychological and physiological risk management.

OSHA 1910 & MSHA

Aligns directly with U.S. General Duty Clause enforcement and MSHA standards for heavy mobile equipment fitness-for-duty assurance.

Regional Mining Codes

Delivers automated compliance with rigorous South American and Australian fatigue mandates (D.S. 024 Peru, D.S. 132 Chile, QLD/WA Codes).

ILO C155 & C161 Treaties

Guarantees medical confidentiality and ethical data segregation, ensuring immediate acceptance by labor unions and worker safety committees.

Ecosystem Partner Program

Do You Integrate or Distribute DSS In-Cab Cameras?

Mining and energy procurement committees no longer award tenders for standalone cab hardware: they require end-to-end predictive and pre-shift solutions. Incorporate EonPredict® into your commercial portfolio.

Discuss Strategic Partnership

Win Complex Enterprise Tenders

Offer an end-to-end dual-horizon platform (Roster Forecasting + Pre-Shift Gate Screening) that dramatically outscores competitors offering only cab cameras.

Recurring SaaS Revenue

Convert traditional one-off hardware sales into long-term, high-margin annual software and telemetry subscriptions for your integration business.

Cure False Alarm Client Complaints

By ensuring that only rested operators board machines, your optical sensors perform in optimal physiological conditions, ending client disputes over false positives.

Corporate Diligence

Frequently Asked Questions by Operations & Safety Boards

Why are tier-1 operators adopting pre-shift screening rather than relying solely on in-cab fatigue cameras?

Because in-cab cameras are inherently reactive: when an alarm sounds, an operator is already micro-sleeping behind the wheel in active traffic. Halting an ultra-class hauler on a narrow ramp without an available relief driver costs up to $60,000 USD/hour. EonPredict® screens operators at the gate in <30 seconds on solid ground, ensuring that only 100% fit-for-duty personnel ever board the machinery.

What is the strategic value of Horizon 1 (Predictive Forecasting 24h to 72h Ahead)?

It provides operational predictability rather than crisis management. Knowing 24h to 72h in advance which operators are entering critical cumulative sleep debt allows dispatch to rebalance rosters smoothly in the ERP, avoiding production shortfalls and emergency crew replacements.

Does pre-shift gate screening create bottlenecks during shift changeover?

No. The system is specifically engineered for high-throughput mine gates and plant entrances. Taking under 30 seconds per operator at automated RFID turnstiles or kiosks, entire shifts of hundreds of workers pass through quickly without delaying crew transport or equipment startups.

How is medical confidentiality managed with labor unions and data privacy laws?

Under zero-knowledge segregation and strict compliance with ILO C155/C161 and HIPAA guidelines. Operations managers only receive an operational readiness state (Fit for Duty / Requires Preventative Review). All underlying biomedical metrics remain encrypted for exclusive review by the certified occupational physician.

Executive Decision

Elevate Your Fatigue Management to World-Class Standards

Protect your workforce, eliminate unbudgeted downtime, and secure global regulatory compliance with EonPredict's dual-horizon platform.

Schedule Executive Briefing (30 Min) Contact via WhatsApp
info@eonflow.bio +51 943 767 862 Google Cloud Enterprise Security