Every role in an organisation can be viewed through three lenses. Each one answers a different question. Together, they tell you what the transformation of that role looks like, and in what sequence.
Lens one: Digitisation readiness
Digitisation asks whether the work is captured in structured form. Where are the handoffs happening on paper, in email, or through rekeying? Digitisation readiness is the prerequisite for everything that comes after. A role scoring low on digitisation readiness cannot be meaningfully automated or AI-augmented until the underlying data is structured.
Lens two: Automation potential
Automation asks which activities within the role are rules-governed and repetitive. These are the activities that can be handled by deterministic systems once the data is structured. Automation potential is typically highest in transactional and processing roles, and it generates the most direct cost savings.
Lens three: AI augmentability
AI augmentability asks where intelligent systems can add leverage to the judgement work that automation cannot touch. This is co-pilot territory: sales intelligence tools, performance analytics, compliance documentation, needs analysis. AI augmentability is highest in advisory, management, and control roles, and it generates the most indirect commercial return.
“A role scoring high on all three lenses is a transformation sweet spot. A role scoring high on automation but low on AI augmentability is a cost play. A role scoring high on AI augmentability but low on automation is a leverage play.”
Why the interaction matters
The interaction between the three lenses is what determines sequencing. Digitisation unlocks automation. Automation unlocks capacity. That capacity then becomes available for AI-augmented work that would have been impossible while the role was consumed by processing overhead.
Organisations that treat these as independent programmes spend a lot and learn a lot, but rarely compound. Organisations that treat them as a sequence produce transformation programmes where each wave makes the next one possible.
What the scores should do
Three-lens scores are not the answer. They are the input to the decision. The answer is the OpportunityScore that combines them with impact (headcount), effort (implementation scale), and strategic fit. That is the number that tells you where to invest first.
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