Scaling coordinated care decisions with functional foundation models
EsperGroup and EsperHealth patterns combined to help enterprise care teams move faster on triage, adherence, and intervention planning without losing auditability.
EsperGroup and EsperHealth patterns combined to help enterprise care teams move faster on triage, adherence, and intervention planning without losing auditability.
Care teams were working across disconnected triage, adherence, and intervention workflows, which made it difficult to act quickly without losing clinical transparency and auditability.
EsperGroup and EsperHealth patterns were combined into a connected decision layer that aligned intake, care coordination, and human review so teams could intervene faster with explainable recommendations.
We brought together fnFM patterns, care coordination workflows, and human review controls to help teams move from fragmented decisioning to an orchestrated care model.
Claims, pharmacy, and member signals were aligned into one decision layer.
Human reviewers could see why recommendations were made before intervention.
Care teams used the same signals to prioritize outreach and resolve exceptions.
The result was faster case review, stronger intervention prioritization, and a more reliable path to consistent member action.
Faster review cycles
Higher intervention completion
Connected decision layer