The witness to successive technology transitions
Adam Johnson
Founder of Rafer Consulting · Fractional Chief Strategic AI Officer
Adam asks what organisations have seen before, what's actually different this time, and which patterns are repeating.
Based in Rancagua, Chile
Profile
Adam Johnson is the founder of Rafer Consulting and works as a Fractional Chief Strategic AI Officer. He advises mid-market and enterprise leaders on AI strategy, oversight and organisational readiness, working as a global advisor to executive buyers. His work sits upstream of AI delivery, in strategy and executive alignment.
Adam has more than 25 years of experience across Microsoft, Amazon, Meta, Dropbox and Wheels Up. He spent over 12 years at Amazon, including a role in indirect procurement. He also offers Fractional Chief Procurement Officer services, helping organisations map their vendor landscape, centralise contracts, build renewal calendars, remove duplicate or unused subscriptions and negotiate better terms.
He is an Executive Fellow at The Academy for AI Strategy. He has taught AI to executive audiences since 2024 through programs, conference presentations, masterclasses and webinars.
Trust is not what good systems produce — it is what they require before anything else works.
What can the machine not hold — and what does that leave for human judgment?
The series
On Risk Worth Taking
Adam's role in the series is not to claim certainty about what happens next, but to compare this transition with the technology and organisational shifts that came before it:
- What have organisations seen before?
- What is actually different this time?
- Which patterns are repeating?
- Can trust be designed and measured, or only hoped for?
- What does readiness actually require before AI can be governed?
His starting point
Trust has components: shared context, visibility, transparency, accountability and alignment.
None of them arrive on their own because the technology did.
Perspective
What Adam looks for
His role is not to claim certainty about what happens next, but to compare this transition with the technology and organisational shifts that came before it.
Experience
The record behind the questions
- More than 25 years across Microsoft, Amazon, Meta, Dropbox and Wheels Up
- Over 12 years at Amazon, including a role in indirect procurement
- Centralised a $45M indirect spend book at Amazon
- Led post-acquisition vendor integration across four to five entities at Wheels Up
- Executive Fellow at The Academy for AI Strategy
Themes
Recurring themes
- Trust as a design principle
- Decision-making in the AI era
- Organisational readiness
- Procurement and vendor systems
- Ownership and shared value
Practice
Areas of expertise
- AI strategy and organisational readiness
- AI oversight and executive alignment
- Fractional Chief Strategic AI Officer engagements
- Fractional Chief Procurement Officer engagements
- Vendor landscape mapping and contract centralisation
- Renewal calendars and subscription rationalisation
- Commercial negotiation and better terms
- Executive AI education and facilitation
Frameworks
The models Adam works from
- The Architecture of Trust
Treats trust as a measurable design principle rather than a cultural mood. Five components have to exist before the technology works: shared context, visibility, transparency, accountability and alignment.
Presented as a keynote at Oxford and published as an Oxford Talk on YouTube.
Watch the Oxford Talk- The Clarity Cycle
An operational framework for making decisions in the AI era.
- The AI Readiness Scorecard
An assessment of an organisation's readiness for AI.
Published
Written work
Ebook
Evolutionary Capitalism: The Original Articles
A ten-chapter ebook on redesigned economic models and shared ownership.
Essay series
What the Machine Can't Hold
A ten-essay series on AI and human judgment.
Published on LinkedIn, Medium and Substack.
Also
Long-standing interests
- AI policy and global regulatory frameworks
- Adult learning facilitation using AI analogies
- Data centre sustainability
Building
What Adam is making now
archoftrust.io
A circle of leaders, founders and institutions applying trust infrastructure in practice.
Visit archoftrust.io