01
Design
Define the opportunity, the outcomes and the operating model.
What happens- Frame the commercial question and baseline
- Prioritise use cases by value and feasibility
- Design the target operating model and measures
Evidence to move onAn agreed value case, outcome measures and accountable owners.
02
Build
Put the right foundations, capabilities and delivery mechanisms in place.
What happens- Data, technology and governance foundations
- Delivery team and cadence mobilised
- Capability building started alongside delivery
Evidence to move onA working solution in the hands of real users, on real data.
03
Learn
Test, measure, adapt and build confidence.
What happens- Results measured against the baseline
- Process, model and ways of working adapted
- Confidence built through visible results
Evidence to move onValue evidenced against the baseline, and adoption demonstrated.
04
Scale
Embed what works and extend value across the organisation.
What happens- Embedded in the operating model and performance management
- Extended to further sites, functions or portfolio companies
- Ownership and capability transferred
Measurable valueValue in run-rate performance, owned by the business.