Key takeaways
- Provider scoring ranks HCP accounts for planning; it is not a rating of any clinician's skill or care.
- H2O Driverless AI builds the scores and returns reason codes, so field leads and compliance reviewers see what drove each one.
- Scores set where approved information is most relevant and which channel to use; they are never tied to anything of value.
- H2O can be used for this job; no life sciences customer result is claimed.
Every team scores HCPs differently
Your sales, marketing and medical affairs teams each keep their own view of which healthcare professionals matter. The deciles disagree, and nobody can say why an account moved.
Static segments also age fast. Patient mix, formulary access and practice structure change during the year, and a list built at planning time can be wrong by the second quarter. You need one score, refreshed on a schedule, with reasons attached that a field lead and a compliance reviewer can both read.