Transformation fails most often not from moving too slowly but from moving unevenly. The data team matures three levels while the business units it serves stay at level one. The models get sophisticated while the decisions they're supposed to inform stay ad hoc.
Advance the models in parallel
The maturity models solve that by advancing capabilities in parallel rather than in isolation. Each shared model — customer, operating, business, technology — has a maturity path, and the point is to move them together so no group becomes the constraint on the others. Around that sits a gates-and-balances discipline: you don't advance a model past the point the enterprise can absorb, and you don't move without knowing where you currently stand.
The operational core of Transformation Dominance
Parallel maturity is how you remove bottlenecks faster than the market recreates them without opening new ones internally — the operational core of Transformation Dominance. Knowing your current position on each path is what the Readiness Assessment establishes: the gate at the front of any serious transformation.
Map your maturity with V-Squared
V-Squared's Readiness Assessment scores your maturity across customer, operating, business, and technology models — so the roadmap starts from where you actually are.