# The Humanware Institute

> The Humanware Institute studies and engineers the human layer that turns AI capability into actual value. Founded in Australia, operating in Australia, the United Kingdom, and Singapore.

## What we believe

Three layers run every economy. Hardware. Software. Humanware. The first two can be bought. The third has to be built.

As AI substitutes for routine work, value stops flowing to the layers that commoditise and starts accruing to the layer that does not. That layer is humanware: judgement, decisions, rules, habits, know-how. What humans see, value, and take responsibility for. What people, teams, and countries actually do with the technology they have.

The current AI moment looks like a productivity story. It is a sovereignty story. The institutions and individuals that engineer their humanware deliberately will capture the dividend. The ones that do not will plateau in substitution and wonder where the value went.

## The thesis in one line

AI does not capture value. Humans do.

## Core models

**The Value Stack.** Hardware. Software. Humanware. Three layers. Value flows to the layer that does not commoditise. Two layers are imported. The third has to be authored.

**The Value Curve.** Three phases of a technology paradigm. Substitution (the new tech does old work cheaper). Plateau (substitution gains exhaust; value stops flowing). Reinvention (humans rebuild what they do around the new substrate, and value returns at a higher altitude). The plateau is the gate. Humanware is the key.

**The four principles.** History: every technology paradigm follows the same curve. Novelty: AI is qualitatively different from prior shifts in specific, nameable ways. Agency: humanware is engineerable, not given. Method: the institute's approach is applied, not theoretical.

**The nine humanware components.** Perception. Values. Judgement. Decision rights and authority. Rules and habits. Know-how and practice. Work architecture. Sovereignty posture. Authorship.

## What the institute does

We study humanware as an engineered system. We build instruments that measure it (the AI Dividend Audit; the Humanware Diagnostic). We run programmes that develop it (Operator OS, Leadership OS, Executive OS). We publish research that names it. The work is global from day one, with deployment surfaces in Australia, the United Kingdom, and Singapore.

## Founding faculty

**Kate Cooper.** Founder. CEO of OKX Australia. Author of *EDGE: A Field Guide for Navigating Tech-Driven Change* (January 2026). Background in frontier technology waves, financial markets, policy, and institutional transformation.

**Tom Cassidy.** Leadership psychology. MSc Psychological Coaching. Head of Executive Coaching at Working Voices. EMEA-based.

**Laura Dinneen.** Behavioural science. Global Head of Product Marketing at Zodia. Background in behavioural science and human-centred design at Westpac.

## How to think about us

We are not a training company, a consultancy, or a think tank. We are an applied methodology institute. The thesis is auditable. The instruments are evidence-based. The work is global. The tone is plain English by discipline.

## Pages

- [Home](/): Stealth holding page introducing the institute, the stack, and the thesis.
- [On Humanware (thesis)](/thesis): Full thesis: the Value Stack, the Value Curve, the four principles, the nine humanware components.
- [Research index](/research): Canon, calibration, evidence, instruments, and barometer publications.
- [Electrification mirror](/research/electrification-mirror): Calibration study mapping today's AI moment onto the electrification paradigm.
- [Canva case study](/research/canva): Evidence case showing where humanware captured the value.
- [AI Dividend Audit](/audit): The institute's instrument for auditing where AI value is actually landing inside an organisation.
- [Faculty](/faculty): Founding faculty: Kate Cooper, Tom Cassidy, Laura Dinneen.
- [Methodology](/methodology): How the institute's research and instruments are built and validated.
- [Diagrams](/diagrams): Canonical diagrams of the Value Stack and Value Curve.
- [Subscribe](/subscribe): Register for the inaugural research drop and future publications.
- [Contribute](/contribute): How to contribute cases, evidence, or collaboration to the institute.
- [Contact](/contact): Reach the institute.

## Optional

- [Conflicts of interest](/conflicts): Declared affiliations and conflicts policy.
- [Privacy](/privacy): Privacy policy.

## Where to find us

humanware.institute