Dr Peta Chirgwin
Dr Peta Chirgwin
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About

Chameleon Mettle Group

Chameleon Mettle Group is dedicated to transforming how organisations integrate artificial intelligence and automation into their workflows. Our mission is to enable safe, effective, responsible, and human-centric work design in the age of intelligent systems. We prioritise ethical practices and sustainable solutions to help clients navigate the evolving landscape of work.

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

AI, made clear. Strategy, made executable.


Led by Dr Peta Chirgwin

The Risk No One Is Measuring

AI and automation are being implemented faster than organisations can adapt.

But work hasn’t been redesigned.


This creates hidden risk:

  • Decisions made without visibility 
  • Humans accountable without authority 
  • Increasing cognitive load 
  • Rising psychosocial stress 


This is not a technology problem.
It is a human authority problem.

Most organisations start with technology. We start with work.

  • Work Design 
  • Human Factors 
  • Infrastructure 
  • Data 
  • Technology 
  • Decision Authority 
  • Psychosocial and Sociotechnical Safety 
  • Governance

A Structured Approach to Intelligent Work

Our work follows a clear progression from understanding your current state through to designing, implementing, and sustaining intelligent systems that work for your organisation and your people.  Each stage can stand alone or combine as part of a comprehensive authority program. 

01 — INVESTIGATE

AI Readiness & Strategy Audit

Understand exactly where AI belongs in your business and where it doesn’t.

Includes: 

  • Strategy and workflow review 
  • Decision mapping
  • AI opportunity
  • Risk clarity 

Outcome:
A clear, grounded view of where to act — and where not to. 

Book Audit

02 — DESIGN

02 — DESIGN

Intelligent Work Blueprint

Design how work should function across people and intelligent systems. Strategy to Implementation. 

Includes:

  • Workflow and operating model redesign 
  • Human–machine interaction design 
  • Role and responsibility alignment 
  • Governance structure definition 

Outcome:
A clear, executable design for integrating AI into your business.

Book Work Design

03 — ENABLE

03 — ENABLE

02 — DESIGN

Executive Fellowship Capability Program

Building leadership capability to operate and lead in AI-enabled environments. Supporting leaders to confidently manage intelligent systems

Includes:  

  • Cohort-based or tailored leadership development 
  • AI literacy and governance 
  • Decision-making in intelligent systems 
  • Ongoing strategic advisory 

Outcome:
Leaders who can confidently guide AI integration and organisational change.

Build Capability

04 — ASSURE

03 — ENABLE

04 — ASSURE

Human Sustainability & Decision Assurance

Ensure systems remain effective, safe, and sustainable over time.

Includes:

  • Performance and decision quality monitoring assessment
  • Human capability and workload assessment
  • Psychosocial and cognitive risk oversight
  • Continuous improvement frameworks

Outcome:

Sustained performance, capability, and organisational integrity.

Develop Assurance

Chameleon Mettle Group: Designing Intelligent Work Systems for the Age of AI

 We help organisations implement AI and automation while maintaining and enhancing human decision authority, safety, and performance through application of the Human Authority Index (HAI).

Connect Now

Human Authority Index

What HAI Measures

What HAI Measures

What HAI Measures

Decision Sovereignty — The degree to which humans retain meaningful choice in consequential decisions.

Cognitive Load Balance — Whether system outputs enhance or overwhelm human judgement.

Accountability Clarity — Clear attribution of responsibility across human-system boundaries.

Override Capability — The practical ability for humans to intervene, override or redirect systems.

Authority Awareness — Organisational understanding of where authority currently sits.

How It Works

What HAI Measures

What HAI Measures

  • Map

              Identify all critical decision points and the current human-system authority split.

  • Measure

              Score each decision point across the five HAI dimensions.

  • Model

               Define the target state of authority distribution aligned to risk and strategy.

  • Monitor

              Establish ongoing measurement and governance cadence. 

AI will not define the future. How you design work will.

We do not implement AI. We help you design the conditions under which AI can be used safely, effectively, and with clear human authority.

Copyright © 2026 Dr Peta Chirgwin - All Rights Reserved.

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