Alloy

Alloy is relevant to consumer-goods decisions through demand intelligence and inventory visibility across retailer and distributor data. The evidence is its focus on turning downstream sell-through and stock signals into planning inputs. Value depends on harmonized product, customer and location data and clear ownership of actions; the main limitation is that improved visibility can still leave planners without reliable supply constraints or an agreed response workflow.