Governance over the top. Four value pillars in between. A data foundation underneath. Two human threads through it all. The Nova Model was built by running it across 50+ operating businesses — not by theorising it.
Sits over every engagement: policy, decision rights, use-case intake, EU AI Act readiness and audit trail — owned by the executive and the board, not by IT. Without it, AI is liability. With it, AI is leverage.
Every pillar above is only as strong as the data underneath it. We assess and build this before — or alongside — any AI use case that depends on it. Skip this layer and nothing above it pays back.
Every use case in your organisation should map to one of these four. If it doesn't, it shouldn't be funded.
Cost out. Time, cost and quality gains in the day-to-day running of the business. The easiest entry point — and the easiest to measure.
Revenue up. Segmentation, next-best-action, sales augmentation, marketing personalisation. The highest-value pillar, and the one most often overlooked.
The amplifier. Forecasting, scenario modelling, board-grade insight. Better, faster decisions multiply the return on every other pillar.
New revenue. AI-enabled products and services that didn't exist before — validated commercially before they're built.
If a use case can't answer all four, it doesn't get funded. This single discipline is what separates AI portfolios that pay back from those that don't.
Cost out, revenue up, or new revenue?
Which commercial owner carries the outcome on their numbers?
What return are we underwriting, over what horizon?
Measurement frame, reporter, cadence.
The free maturity quick check scores you against the model's dimensions in five minutes.