Attribution Engine
Every output answers: "What changed, and why?" — AD portfolio forecast drivers.
Growth Drivers
+$5,400M
Headwinds
-$2,900M
Net Change
+$2,500M
Forecast Attribution Waterfall
Growth Drivers
AD Market Growth+$1,800M
KP-723NM-26PX-128PX-130
Dupixent LOE Tailwind+$2,400M
NM-26PX-128
JAK Safety Shift+$1,200M
NM-26PX-128
Headwinds
Payer Access Headwind$-900M
KP-723PX-128PX-130
Competitive Launches$-1,400M
KP-723NM-26PX-128PX-130
Pricing Pressure$-600M
KP-723NM-26PX-128PX-130