Haul trucks operating in an open-pit mine at dusk

Advanced Human Reliability Intelligence

Engineering the Future of Human Reliability.

Extending the principles of asset reliability to the human element of high-consequence operations.

AHRI is an emerging engineering-led framework exploring how earlier visibility of human performance degradation may support safer, more resilient and more productive industrial operations.

Explore the AHRI Framework Discuss Pilot Opportunities

AHRI | Technology & Intellectual Property

More Than a Framework. An Evolving Innovation Foundation.

AHRI is supported by a family of parent and derivative intellectual property developments, combining multidisciplinary engineering experience, biomechanics research and systems-based analysis to explore new frontiers in human reliability intelligence.

Proprietary innovation. Responsible disclosure. Industry-focused validation.

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01 — The Reliability Gap

We Monitor Our Machines. What About Our People?

Industry has built sophisticated capabilities to monitor equipment condition and predict asset failure. Equivalent capability for understanding when human performance is degrading remains comparatively limited.

Established practices

Equipment reliability

Condition monitoring
Predictive maintenance
Failure mode analysis
Continuous telemetry

An area for investigation

Human reliability

Periodic assessment
Lagging indicators
Post-incident review
Limited real-time visibility

02 — The AHRI Proposition

Human Reliability. The Next Frontier in Operational Intelligence.

AHRI examines human performance degradation and fatigue-related risk through an engineering-led reliability perspective — applying the discipline used for critical assets to the people who run them.

Visibility of Human Performance Risk

Investigating how human performance risk could be made more visible to operational leaders.

Earlier Identification of Degradation

Exploring whether signs of performance degradation may be recognised sooner.

Operational Decision Support

Examining how insight could inform better-timed operational decisions.

These are intended areas of investigation, not proven system capabilities.

03 — Why It Matters

Where Human Performance Meets Operational Outcomes.

Workforce Safety

Protecting the people who operate high-consequence environments.

Fatigue-Related Risk

Understanding fatigue as a reliability factor, not only a compliance item.

Operational Resilience

Strengthening systems where human and machine performance intersect.

Productivity and Continuity

Supporting uninterrupted, predictable operations.

04 — Development and Validation

From Engineering Insight to Operational Validation.

AHRI has demonstrated proof-of-principle in a controlled environment and is progressing towards evaluation in real-world operational settings.

Engineering insight

Framework developed through multidisciplinary practice and research.

Foundations

Controlled proof-of-principle

Demonstrated in a controlled environment.

Demonstrated in a controlled environment

Operational validation

Seeking evaluation in high-consequence operational settings.

Next stage

Partnership

Explore the Future of Human Reliability.

AHRI is seeking opportunities to evaluate its framework in high-consequence operational environments.

Discuss a Pilot Opportunity