Design
The data model decisions.
Healthcare Data Cloud designs depend on a few careful decisions. First, the identity rules: which combinations of identifiers, such as medical record number, member ID, date of birth and contact details, qualify as a match, and how conservative those rules must be to avoid merging different people. Second, data spaces that separate purposes or business units, for example commercial and medical teams in life sciences. Third, which clinical or claims attributes are ingested at all, favoring derived indicators over raw clinical detail, with consent and authorization status carried as attributes every activation checks.
EHRScheduling events, referral status and selected care indicators arrive from the EHR, limited to the fields each approved use case actually needs.
Patient engagement and survey toolsPortal activity, reminders, survey responses and communication preferences add the behavioral signals that clinical systems do not capture on their own.
Hub and specialty pharmacy partnersEnrollment, benefits verification and dispense events from outside partners populate patient program profiles, subject to the consent patients gave at enrollment.