Risk perception gaps
People may see the same task differently, underestimate a hazard or miss when the risk has changed.
Human Risk Intelligence™
HRI™ is an operational human-risk intelligence platform that helps organisations understand how people perceive risk, interpret controls and make safety-critical decisions under real workplace conditions — then converts those insights into practical, non-punitive interventions.
HRI™ is research-informed, non-clinical, non-diagnostic and non-punitive. It is designed to support coaching, supervision, verification, refresher training and targeted operational intervention.
The HRI™ insight layer
HRI™ connects normal safety evidence to the human-risk signals that influence real work.
Hidden signals
• Risk perception
• Task drift
• Control understanding
• Escalation confidence
• Changing-condition response
• Task decision pressure
Insight profiles
• Employee
• Team
• Project
• Client
Practical action
• Coaching focus
• Supervisor checks
• Refresher briefing
• Follow-up actions
Dashboard visibility
• Individual profiles
• Team themes
• Project trends
• Client priorities
Intervention route
• Review
• Coach
• Verify
• Track
HRI™ overview
HRI™ helps clients move beyond normal compliance evidence by showing how people understand tasks, recognise changing conditions, interpret controls and respond to pressure. The outputs are presented as individual, team, project and client profiles that support practical coaching, verification and targeted intervention.
See the risk before it becomes the incident
The public website keeps the message clean and focused, with a clear route from product overview to module ecosystem, reports, responsible use and a direct HRI™ enquiry channel.
Load → Assign → Complete
Load participants, assign the correct module and complete assessments by link, classroom QR or project QR.
Report → Intervene
Generate individual, project and client-level reports with practical intervention guidance.
Review → Coach → Verify → Track
Turn the insight into coaching, supervisor verification and targeted operational support.
What HRI™ helps clients see
Compliance evidence is important, but it does not always show how a person understands the task, interprets the control, responds to pressure or recognises that conditions have changed.
People may see the same task differently, underestimate a hazard or miss when the risk has changed.
Small shortcuts, changed sequences and informal workarounds can become accepted practice over time.
Training may exist, but task sequence, control intent or operating limits may not be fully understood.
People may continue when unsure because of production pressure, supervisor instruction or reluctance to challenge.
Procedures may be available, but the way instructions are understood and applied in the field can differ from the intended control.
Some risks are only recognised when the person understands the task, equipment mode, environment and changing conditions.
Research-informed foundation
HRI™ has been developed through years of academic research and practical safety leadership experience, with a focus on how people make decisions, interpret controls and respond to risk in safety-critical environments.
The purpose is to understand the interaction between people, systems, tasks, controls, supervision, pressure and the working environment — then translate that insight into practical action.
Human Factors Science
Theory of Planned Behaviour
Operational drift
Decision-making under pressure
Practical intervention logic
Platform workflow
Clients can load participants, assign the right module, complete assessments and turn the outputs into practical coaching, supervision and intervention actions.
Participants added individually or by CSV
Module selected by role, task or exposure
Assessment completed by link or QR
Individual, project and client insight
Coaching, verification and support actions
Module ecosystem
SIQ™
Baseline workforce safety intelligence covering risk perception, control understanding, protocol interaction and escalation behaviour.
OEI™
Operator-focused insight into plant interaction, machine-related decisions, exclusion zones, sequencing and changing conditions.
LOI™
Lifting-role insight into communication, role clarity, lift-plan interaction, suspended-load risk and stop-lift behaviour.
FRI™
Optional fall-risk and work-at-height exposure insight linked to control understanding, rescue awareness and escalation readiness.
DriftIQ™
Task-specific insight into applied understanding, configuration risk, machine-care signals, task drift and stop-work triggers.
ODI™
Supervisory insight into operational decisions, team influence, communication, control verification and drift recognition.
SRI™
Leadership insight into risk culture, governance, strategic influence, organisational priorities and decision-making.
Level 1 — Workforce / task exposure
Task understanding, risk perception, control application and exposure-specific insight.
Level 2 — Supervisory control
Operational decisions, team influence, communication and verification.
Level 3 — Leadership intelligence
Risk culture, governance, strategic influence and organisational decision-making.
Reports and insight
From insight to intervention
Reports include executive summaries, plain-language interpretation, signal visuals, reinforcement areas, coaching focus areas, supervisor checklists and intervention guidance.
The value is not just the assessment. It is the ability to focus coaching, verification, task briefing and support where it will have the most practical impact.
Responsible use
HRI™ reports should be used to strengthen supervision, communication, coaching, planning, control verification and organisational learning. They should not be used as a disciplinary shortcut, a medical conclusion, a psychological label or a stand-alone employment decision.
Findings should be considered together with training records, supervisor observations, workshop feedback, inspection records, incident history and site-specific conditions.
Not psychometric
Not clinical
Not pass/fail
Not disciplinary
Support-focused
Used with site context
Interested in HRI™?
Contact HRI™ to discuss demonstrations, pilot programmes, pricing, client onboarding or how the platform could support your operational environment.
HRI™ — See the risk before it becomes the incident.