For payers & managed care
Scoreriskearlier,intervenesooner,anddefendeverymodelwithanaudittrail.
HealthDx turns a member's longitudinal record into a predictive score with a published evidence base. Earlier intervention lowers total cost of care, and care managers act on the members who need outreach now. HealthID holds one continuous record across providers, and every model output is auditable down to the reasoning that produced it.
The problem under most payer AI
A payer rarely sees the member, only the claim after the fact. The record is fragmented across hospitals, clinics, labs, and pharmacies, so risk shows up late and intervention costs more. By the time a high-cost trajectory is visible in the claims data, the cheaper window has already closed.
The vendor models meant to fix this are usually opaque. A score arrives with no lineage, no published evidence, and no way for a medical director to explain it to a regulator or a provider. Hydor is built the other way. The score is explainable, the record is continuous, and the audit trail is the default artifact of every output.
HealthDx predictive scoring
HealthDx ingests the longitudinal record held in HealthID and the behavioral signal a member consents to share. It produces a member-level risk score and a population view that ranks who is most likely to deteriorate inside a defined window. The drivers are visible. A care manager sees what raised the score and what would lower it.
The model is anchored to a published evidence base, reviewed by the relevant Clinical Oversight Panel, and tuned to the population it scores rather than a generic training distribution. That output feeds care management directly. Outreach goes to the members who benefit from earlier intervention, which is the lever that lowers total cost of care.
HealthID and the longitudinal record
A score is only as good as the record under it. HealthID links a member's records across providers, labs, and borders into a single continuous history without centralizing the underlying data. The record stays in the jurisdiction where it was created. The pointer and the consent move; the data moves only when the member allows it.
For a payer, this means the risk model reasons against the full clinical picture, not the slice that happened to file a claim this quarter. A member who moves between systems keeps one identity and one record, so continuity of care holds and the analytics stay accurate.
Governance and audit
Every HealthDx output passes through the THIA safety gate before it reaches a care manager, and every score lands in an audit trail a regulator can inspect.
- THIA safety gate on every outputTruthChecker verifies the model output and AutoRAG sanitizes the inputs. A score that fails verification is blocked, not surfaced.
- Attestations with full lineageEach score carries the question, the model, the reasoning, the verification result, and the data it drew on. The attestation is reviewable by your compliance team.
- Reimbursement-aware modelsScores map to the codes, programs, and total cost of care your actuarial team already tracks. The logic is documented so a regulator can follow it.
- Clinical Oversight Panel reviewA named panel reviews model performance on a quarterly cadence and can pause any model on the record.
- Data residency by defaultMember data stays inside the Sovereign Health Node. A score for a member in one jurisdiction does not leave that jurisdiction.
- An audit trail you can defendThe record is the artifact, not an afterthought. Hydor cannot delete it. The operator can.
What a payer engagement includes
The engagement is concrete and scoped to your risk-bearing model. Five commitments, named on the record.
- HealthDx scoring on your populationPredictive scoring across your covered lives, with the published evidence base and the drivers behind every score.
- A HealthID record layerA continuous longitudinal record across the providers your members actually use, anchored locally.
- Care management integrationScores route to outreach so the highest-risk members are worked first, in the cheaper intervention window.
- A defensible audit postureTHIA attestations and an audit trail your compliance and actuarial teams can present to a regulator.
- A reimbursement-aware deploymentModels tuned to your programs and total cost of care, with the logic documented end to end.
What a payer engagement runs on
Scoring you can act on. A record you can trust. A trail you can defend.
HealthDx predictive scoring
A risk picture with a published evidence base. Care managers see which members are most likely to deteriorate inside a defined window.
HealthID longitudinal record
One continuous record across providers, labs, and borders. The score reasons against the full history, not a single claim.
Audit and attestations
Every model output passes the THIA safety gate and lands in an audit trail. Each score carries the lineage a regulator can inspect.
Reimbursement-aware models
Scores map to the codes, programs, and total cost of care your actuarial team already tracks. The logic is documented, not opaque.
Start a conversation
Bring the payer briefing to your medical and actuarial leadership.
Tell us your member population, your risk programs, and the cost question you are trying to answer. We will route the briefing to the right team.