# Resource Optimization Across Projects

If prioritization decides what to do, resource allocation decides whether it actually gets done. Most organizations struggle with this translation — projects are approved assuming resources exist, but the actual humans with the right skills are already overcommitted. AI bridges this gap by modeling resource reality and optimizing allocation dynamically.

The Resource Allocation Problem

Resource allocation across a project portfolio is a constrained optimization problem. You have a set of people with specific skills and availability. You have a set of projects with time-phased resource demands. The goal is to assign people to projects in a way that maximizes portfolio value while respecting constraints: no one works more than capacity, critical skills are not double-booked, and project timelines remain feasible.