Our answer
What we do about it
The answer is never just the headline. Every finding comes with the mechanism behind it, how it has moved over recent quarters, the confounders we tested and ruled out, and an explicit account of what the data cannot tell you.
01
Segment on behavior, not volume
Escalation philosophy, persistence outcomes, pathway mix. Two prescribers in the same decile can be doing opposite things.
02
Find the growth pocket before it’s a trend
New-start patterns, practices deepening adoption, geographies moving. Flagged while the group is small enough to call on.
03
Catch erosion while it’s recoverable
The prescribers adopting a competitive launch first, named, with what the ones who moved last time had in common.
04
Read the stop before it reads as a stop
A titration that stalls below the therapeutic dose. A step-down two cycles before the gap. A refill interval stretching while the script is still live. The signals that separate patients who are leaving from ones who lapsed — and from ones a competitor took.
Example analyses
- Behavioral segmentation beyond decile
- New-start trends under the radar
- Competitive erosion and early adopters
- Discontinuer destination, and why
- Growth decomposition: new writers vs deeper adoption
A sample. If it’s in claims, it’s in scope.
The output is not a metric. It is a working understanding of your market — the kind you would otherwise assemble by hand, months after it had already shifted again — and a short, ordered list of where your attention should go first.