When Facts Are Available, Guessing Is a Choice

The advertising industry no longer needs to rely on modeled estimates; deterministic data now exists at scale and provides a more accurate foundation for decision-making. As marketing enters an accountability-driven era, real-world signals should replace outdated modeling as the primary system of record.