A claim is a record of what already happened
Claims data is accurate, but it is retrospective by definition: it describes care that has already been delivered, in response to a condition that has already progressed to the point of needing it. Using claims as the primary signal for identifying risk means, by construction, identifying it after the earlier and less costly window has closed.
Earlier signals exist outside the claim
A missed screening, a pattern in self reported symptoms, a gap in a routine visit schedule, these are often visible before a condition becomes a claim, but they live in different systems and different formats than claims data does, which is part of why they are harder to act on consistently.
Acting earlier requires watching a wider set of signals
Organizations that intervene earlier are usually not doing something dramatically different with the claim itself. They are paying attention to a wider set of signals before the claim exists, and building a low friction way to act on those signals while the intervention is still the simpler one.
How Embel Assist helps healthcare organizations identify risk earlier and connect people to care.
Read the challenge in full: Prevention and Earlier Intervention