Reasoning, Orchestration and Conversational Agent

General health tips

Motivational interviewing

Empathetic and compassionate care

Encouragement for set target health goals

SDOH & Epidemiology Data Agent

Extracts and keeps a record of all patient-specific SDOH and hyper-epidemiological factors

Interacts with disease prediction LLM for tailored recommendations based on SDOH & epidemiology

Objectives Agent

Ensures conversation advances

Ensures items in relevant checklists are being discussed

User security and Privacy checkout

Identifies patient through patient name, date of birth and medical record number when available

Closes encounter when maximum attempts reached to identify patient

Summary & Alert Agent

Summarizes patient history from encounter

Alerts both the patient and patient’s physician when out-of-range values or abnormal findings are detected

Patient guidance, referral to specialist, reassurance towards alerts, or referral to urgent care

Safety Agent

Stratifies alerts based on risk (low, medium, high) and urgency

Determines if immediate human intervention is needed

Determines the healthcare professional most suited to address alert concern

Nutrition Data Agent

Extracts and keeps a record of all patient-specific nutrition data

Changes diet recommendations based on input from disease prediction LLM

Gives diet and general nutritional advice including supplement recommendations and food as medicine

Labs, Vitals & Biomarkers Agent

Extracts and keeps a record of all patient labs, vitals and biomarkers trends

Detects abnormal values and trends and gives respective guidance / recommendations

Clinical Data & EHR Agent

Extracts and keeps a record of all patient-specific clinical data (including imaging).

Detects diagnoses, exam and imaging findings. treatment received, patient progress, and physician recommendations

Health Navigation Agent

Handles insurance queries

Answers hospital-related questions and access to patient information

Hospital appointment reminders and hospital policies for visits

Medication Predictor Agent

Medication adherence check for prescribed drugs

Individualized medication treatment recommendations with cost optimization

Condition-specific medication verification & unrecognized medications reconciliation

Clinical Events, Social Determinants, Operational Efficiencies and Cost Optimization

Clinical Events, Social Determinants, Operational Efficiencies and Cost Optimization