Launch and uptake
Is demand tracking the forecast, and where it isn't, why?

Launch lens
- Launch Demand Watch, Watch agents
- Strategy Execution Tracker, Office agents
One example
- New Kelvara starts run 11% below forecast for four weeks, in two regions where hub benefit verification time has doubled
Kelvara reaches 4,200 patients on therapy by Dec 2027Holding to Watch
- What it means: The gap is in access processing, not prescriber demand, so the case for the field force expansion stands
We start from the demand data you already license and add public sources: prescriber activity, category growth, and persistence in published data.
What the agents read
- Demand data you already license: specialty pharmacy and hub
- Prescriber activity in claims data
- Persistence studies in your category
What they produce
- Weekly demand against forecast, by region and prescriber segment
- The reason behind each gap
- The assumption each gap puts at risk








