From root cause analysis to predictive commercial systems: Reframing risk in construction

Can commercial risk in construction be treated as a dynamic, modelable system rather than a retrospective explanation exercise?

This session explores how structured project memory, causal pattern analysis, and probabilistic modelling can shift margin management from reactive reporting to predictive intervention, and what organisational change is required to make that transition credible.