Punit Shah examines how intelligent supply-side infrastructure benefits political campaigns facing the most expensive election cycle in U.S. history, projected at $10.8 billion. PubMatic’s VoterConnect, Connect, Activate, and AgenticOS form a closed-loop system addressing supply path transparency and reducing ad waste through direct publisher access and outcome measurement.