CLARO: Constrained Linear Allocation and Resource Optimiser — a Decision-Support Framework for Marketing Budget Allocation

An open source decision support pipeline for constrained marketing budget allocation across digital platforms and competing business objectives. Integrates Linear Programming optimisation, policy constraints, multi-scenario evaluation, goal-aligned KPI forecasting, and a rule-based decision interpretation layer.