How we work
A structured approach to Human + AI transformation.
We work with leaders on the organisational conditions that turn strategy, change and AI investment into coordinated action and meaningful business value.
Through THATS™, we structure our work around the decisions your organisation faces, the capabilities it needs and the value it seeks to create.
THATS™
The Human AI Transformation System
THATS™ is AMMA Lab’s proprietary system for structuring Human + AI transformation around business priorities and organisational context.
It connects strategy, leadership, people, communication, governance and adoption. These connections inform the choices an organisation makes, the action it takes and how it reviews progress towards meaningful business outcomes.
Conscious leadership and communication create the understanding, trust and participation that change requires.
The system informs our approach.
The engagement defines the work we undertake together.
Organisational context
Your priorities shape the work.
You may be exploring where to invest, improving existing AI initiatives or preparing to scale successful applications. We begin with what you are trying to achieve and what is already in place.
Business priorities
Which decisions matter now? Where could AI contribute, and what would worthwhile progress look like?
Organisational conditions
What needs to change across leadership, ways of working, capabilities, communication and responsibility?
Existing initiatives
What can we build on? Your strategy, assessments, technology providers and current projects inform the scope of our work.
Three engagements for Human + AI transformation
Engagements
Different decisions call for different engagements. Each has a distinct purpose and scope, agreed around your priorities and the work already in place.
THATS™ Lighthouse
A focused starting point for clearer AI decisions.
For organisations seeking a clearer view of where AI could contribute and what needs attention before further investment or expansion.
Lighthouse provides a focused assessment of AI readiness, opportunities, organisational gaps and risks to inform management decisions.
Transformation Roadmap & Activation
Turn agreed priorities into coordinated action.
For organisations with transformation priorities that need business cases, clear responsibilities and a practical plan for activation.
We work with your team to connect decisions, dependencies and participation, and mobilise the first agreed initiatives.
What you take forward
Business cases for agreed priorities.
Defined responsibilities, organisational design priorities and a coordinated activation plan.
Mobilisation of initial pilots or workstreams.
Organisational design through AMMA ORS™
Within this engagement, AMMA ORS™ — the Organisational Reprogramming System — structures the organisational design and activation work where changes to communication, decision-making, feedback and accountability are required.
The focus is on how work happens in practice: how priorities become responsibilities, how people coordinate and how decisions lead to action.
Transformation & Value Realisation
Support execution and keep value in view.
For organisations putting transformation plans into practice and seeking support with adoption, coordination and progress against agreed outcomes.
We connect leadership, people, governance, communication and measurement as the organisation puts agreed changes into practice, embeds new ways of working and reviews progress.
What you take forward
Prioritised AI opportunities.
Organisational gaps and risks.
An initial 90-day roadmap.
Lighthouse is a separately scoped, paid engagement. The 90 days describe the roadmap’s planning horizon; the assessment timetable is agreed upon in the proposal.
What you take forward
Support for organisational adoption and agreed ways of working.
Coordination of transformation activity.
Value measurement, progress reviews and improvement priorities.
The appropriate starting point depends on your context. Where assessments or roadmaps already exist, we review their relevance and sufficiency for the proposed work.
Clear responsibilities. Shared participation.
Transformation takes shape through the people who make decisions and put them into practice. We work with an agreed sponsor and the leaders and teams relevant to the engagement.
Together, we agree:
The decisions to support and outcomes to pursue.
The deliverables, boundaries and timetable.
The people, information and access required.
Responsibilities for action and review.
AMMA Lab contributes advisory, facilitation and organisational coordination within the agreed scope. Your organisation retains responsibility for its decisions and implementation commitments.
Organisations may begin at different points. Progress can reveal new constraints, change priorities or require earlier decisions to be revisited.
Human+AI Transformation is not a fixed sequence. It is a continuing process of learning, adaptation and capability development.
WHAT BECOMES POSSIBLE
The outcome depends on the challenge.
Human+AI Transformation can support organisations seeking to:
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Focus attention and investment where there is a meaningful organisational or business reason to act.
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Connect technological capability with the work, decisions, structures and behaviours around it.
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Equip leaders to make better decisions in environments where human and AI capabilities increasingly interact.
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Help people understand, use and question AI while continuing to develop their own judgement and contribution.
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Move beyond initial implementation towards ways of working that can be understood, used and improved over time.
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Keep accountability, governance and human consequences visible as AI becomes part of organisational life.
CONNECTED CAPABILITY
AI transformation does not exist in isolation.
Human+AI Transformation can intersect with questions of organisational design, leadership, communication, learning, security, operations and workplace technology.
Where the challenge requires expertise beyond our own, AMMA Lab can work with selected partners and specialist networks whose capabilities complement ours.
This allows us to bring the capabilities required around the challenge without pretending that every form of expertise sits inside one organisation.
Independent expertise. Connected capability.
OUR PERSPECTIVE
The future of AI value is human and organisational.
AI creates potential.
What organisations do with that potential depends on the choices they make, the capabilities they develop and the conditions they create around the technology.
We believe technological progress should expand what organisations and people are capable of, not reduce transformation to a race to automate whatever can be automated.
As AI becomes more capable, so can we.
What are you trying to make possible with AI?
You may be deciding where AI can create value, trying to move from experimentation to meaningful organisational change, or discovering that implementation has created questions beyond the technology itself.
You do not need to know where the answer sits before speaking with us.
Start with the challenge.