Organisations
Advisory and consulting
AI adoption strategy, automation governance, analytics, and technology operating models. For when the decisions are consequential and the cost of getting them wrong is high.
The most consequential question in AI adoption is not which tools to use.
It is deciding which parts of your organisation to automate, which to govern carefully, and which to keep human. Then building the capability to execute on that decision.
- 15+ yearstechnology leadership, including AMP and CBA
- $10M+technology transformation programmes delivered
- 4 Microsoftcertifications: AI Engineer, Data Scientist, Fabric Data Engineer, and Fabric Analytics Engineer
- Nowadvising an Australian telco on AI and capacity expansion
The harder question
If AI could run the whole operation, what would you keep human?
The automation question is largely answered. Technical capability is not the constraint. The tools exist and they have never been more accessible.
What is not answered is the more influential side of the decision: which parts you would choose to keep uniquely human, and why.
That is not a hypothetical. It is a strategic design question, and it is worth sitting with before the next tool decision.
Ways in
Different entry points. One approach.
Organisations
Fractional technology leadership
Executive-level technology leadership brought in to provide direction, drive delivery, and leave the organisation stronger.
Self-paced course
Prompt with Purpose
A self-paced micro-course in intentional prompting. Eight short lessons and a Signature Prompt for a task you do every week. Fewer round trips, better outputs, and the structure to write your own prompts from then on. A$17.
Self-paced course
AI Operating System
A self-paced course for business operators, owners, and leaders. Understand what AI is doing, establish a functioning ContextOS foundation on your own machine, and put it to work on something that matters to you. A$97.
Workshop · 5 hours
AI Operating System Intensive
A five-hour group workshop on 16 November 2026 for business operators, owners, and leaders. Understand how AI works, recognise where it can reduce recurring effort, and develop the confidence to experiment and create. A$697.
Build with you · 5 sessions
AI Operating System Sprint
Five guided 1:1 sessions. Daily. Thirty minutes each. Put AI to work without wading through developer tools and acronym frameworks. A$0.
Build with you · 90 days
AI Operating System Build
Weekly individual guidance in 90-day periods to build an AI operating system around your context, tools, and recurring responsibilities. Begin throughout the year and continue through further periods by agreement.
Organisations
Speaking
What does it mean to build an organisation that is more human with AI, not less? Practical talks and briefings for leadership teams navigating adoption, governance, and what comes next.
Individuals
Coaching
For professionals ready to move from inherited autopilot to a life consciously designed. Delivered through Übermensch Coaching.
The HumanAI scorecard
Are you operating by-design, or by-default?
The HumanAI scorecard helps you examine how you use AI, the conditions supporting that use, and the constraint on your next step.
Fifteen questions, about four minutes. Receive your scope of AI adoption, five domain scores, and a recommended next step matched to your situation and preferred way of learning.
Musings
Recent thinking
Leadership · 30 April 2026
Let AI Handle the Bits So Humans Can Live in the Atoms
AI is increasing burnout for many workers, not reducing it. Organisations are using it to do more of the same, not to do something different. The shift required is from chatting to delegating.
AI-assisted work · 17 March 2026
Backprop for Humans: How Feedback Turns AI From Generic Tool to Operational Memory
Most people use AI as a disposable answer machine. The organisations that compound their advantage treat it as a long-horizon learning partner. And they train it deliberately.
AI adoption · 17 February 2026
Drawing the Bow: Why Your AI Journey Must Feel Worse Before It Feels Better
The J-curve of AI adoption is real. If it does not feel like a step backwards for a while, you are probably not doing real transformation. You are bolting AI onto existing mess.
About
Peter Johnson
More than 25 years in technology, including 15 in senior leadership at AMP and CBA. Programmes valued at $10M+, Microsoft certified across AI engineering, data science, and analytics, and hands-on with AI and machine learning since well before the current wave.
