Strategy Frameworks
Frameworks for leadership teams making consequential decisions under fast-moving AI uncertainty.
Memia's frameworks help leaders keep their bearings while the AI economy moves faster than normal planning cycles.
They are built to support timing, investment posture, organisational exposure, and the practical judgement needed before a view becomes consensus.
Context: Exponential AI Acceleration
Frontier capability progress is still compounding. The relevant strategic question is no longer whether the curve is steep, but where that steepness starts to bite your sector, portfolio, or policy remit.
Context: Elusive ROI
At the same time, many organisations are still struggling to turn AI spending into measurable returns.
That mismatch matters. Leaders are being asked to invest into a capex decade while the operating evidence remains uneven, anecdotal, and in many sectors not yet priced in.
Four Modes of AI Investment
One way to read the opportunity surface is through four investment modes: adapt, augment, automate, and transform.
Climbing Mt. Diffusion
Memia's portfolio methodology focuses on three dimensions for decision-making:
- →Augmentation: the degree of workforce enhancement through AI "copilots" and agents
- →Automation: the degree of workforce substitution through automated agents
- →Diffusion: the degree of AI penetration throughout the economy / workforce
In 2026, it is still not clear whether high AI diffusion arrives mainly through augmentation, substitution, or a faster route that compresses both.
That is the job of strategic sensing: staying ready for more than one route up the mountain, and knowing when the terrain has changed.
Enterprise AI Portfolio Management
The portfolio lens helps leadership teams balance investments across augmentation, automation, and wider economic diffusion rather than overcommitting to a single story too early.
What these frameworks are for
They are most useful when you need to sharpen strategic judgement rather than decorate a slide deck:
A planning lens for leaders making decisions under high AI uncertainty
A framework for distinguishing augmentation, automation, and broader diffusion
A way to pressure-test investment timing before the market settles on the same conclusion
A practical bridge between frontier progress and quarterly operating choices
A structure for talking about AI risk, exposure, and opportunity in the same room
A support tool for boards and executive teams, not a substitute for judgement
Create enough clarity, timing sense, and institutional confidence to act before a view becomes consensus.
What clients are saying
"Able to work with a number of our team - not just the CEO - and therefore building capacity all around the organisation"
"Ben has a great way of breaking down complex problems and making sense of all the noise"
"Ben has been great as he doesn't assume prior knowledge on our part and presents his work in an easy to understand way, but always with a commercial lens"
"We have really appreciated and benefited from having an 'outside in' view from an external expert to shape our thinking"