Dr Peta Chirgwin
Dr Peta Chirgwin
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    • Home
    • Chameleon Mettle Group
    • About Dr Peta Chirgwin
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  • Home
  • Chameleon Mettle Group
  • About Dr Peta Chirgwin
  • Testimonials

Human Authority in the Age of Intelligent Systems

Human Authority in the Age of Intelligent Systems Human Authority in the Age of Intelligent Systems Human Authority in the Age of Intelligent Systems

 We help organisations integrate AI and automation without losing decision integrity, safety, or workforce confidence. 

Start with an Audit
Explore Executive Fellowship

For a Sustainable Tomorrow: Humans Lead. Machines Amplify

For a Sustainable Tomorrow: Humans Lead. Machines Amplify

For a Sustainable Tomorrow: Humans Lead. Machines Amplify

For a Sustainable Tomorrow: Humans Lead. Machines Amplify

For a Sustainable Tomorrow: Humans Lead. Machines Amplify

For a Sustainable Tomorrow: Humans Lead. Machines Amplify

Problem: Technology is outpacing how work is designed

  • Decisions are shifting without visibility 
  • Humans are accountable without authority 
  • Cognitive load is increasing in operational roles 
  • AI is introduced without governance frameworks 
  • Psychosocial, Sociotechnical and operational risks are rising

This is not a technology problem. It is a work design and authority problem. 

A structured approach to intelligent systems governance

01 — AUDIT

02 — DESIGN

02 — DESIGN

Understand your current AI, automation, and decision environment 


02 — DESIGN

02 — DESIGN

02 — DESIGN

Build your intelligent work and decision authority blueprint 

 

03 — ENABLE

02 — DESIGN

03 — ENABLE

Equip leaders through the Executive Fellowship 


04 — ASSURE

02 — DESIGN

03 — ENABLE

Ongoing governance, monitoring, and system assurance 


Transform Your Business Strategy Today

AI & Work Design Audit

 Identify risks, gaps, and opportunities in your current system 

Start with an Audit

Executive Fellowship in Intelligent Systems Governance

 A premium program for leaders navigating AI, automation, and decision authority 

Explore Fellowship

Advisory & Assurance

Advisory & Assurance

 Ongoing support to design, govern, and evolve intelligent systems 

Request Briefing

The Framework

Human Authority Index

The Human Authority Index (HAI), developed by Dr Peta Chirgwin, provides a structured framework for assessing and designing decision-making in intelligent systems.

It measures:

  • Decision authority 
  • Cognitive load balance 
  • Accountability clarity 
  • Override capability 
  • Human-system interaction

Define human authority before systems define it for you.

Our approach is collaborative and tailored to each client's unique needs. Whether you're looking to improve your operations, streamline your processes, or improve sociotechnical safety, we're here to help. Explore our website to learn more about our services and how we can help your business succeed.

Learn how HAI works

Start with clarity. Lead the shift.

Start with an AuditApply for Fellowship

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