The first few decisions in a claim can shape everything that follows. When speed, complexity, and consistency collide, the real question becomes, what should happen first.

Reserving sits in the space between data, judgment, and risk. So small gaps in accuracy can carry far bigger consequences over time.

A polished system can still hide messy workflows underneath. But when the interface says one thing and the day to day says another, pressure can show up fast.