Population health
Identify recurring concerns, access barriers, changes from baseline, language needs, and cohorts requiring added support.
Data & evidence
Pediatric data that begins before care.
Mae transforms caregiver conversations, a child's longitudinal history, and authorized clinical information into structured pediatric intelligence.
Caregiver voiceClinical contextOutcome evidenceValue-based insight
The pediatric digital twin
A living model of the child, not another disconnected conversation.
Mae continuously connects parent observations, symptoms, medications, prior episodes, clinical records, recommended actions, and measured outcomes. The result is a child-specific intelligence layer that becomes more useful over time.
Explore a Digital Twin pilotCHILD-SPECIFICDigital
TwinUpdated over time
TwinUpdated over time
Parent voiceWhat changed?
Clinical recordEHR · C-CDA · FHIR
Longitudinal memoryBaseline + patterns
Measured outcomeWhat happened next?
Data analytics
Turn everyday pediatric experience into decision-ready evidence.
Mae can combine caregiver-reported information with clinical, claims, utilization, and social-context data to reveal patterns, inequities, and opportunities for measurable improvement.
Quality & utilization
Measure engagement, recommended actions, care-seeking patterns, avoidable utilization, follow-through, and outcomes.
Value-based performance
Connect pediatric support before care with cost, quality, experience, and utilization measures.
Equity & quality review
Support focus studies and external quality review with evidence on rural access, language barriers, health literacy, and how families act on guidance.
INPUTSParent voice · EHR/C-CDA · Claims · SDOH · Outcomes
OUTPUTSDashboards · Measures · Cohorts · Trends · Evidence
From caregiver voice to actionable evidence
The signal starts when a parent notices change.
Most pediatric health data begins when a child enters the healthcare system. Mae begins earlier, when a caregiver first notices that something has changed.
Families gain clearer guidance. Providers receive better information before the visit. Healthcare organizations gain measurable evidence about access, care decisions, outcomes, and avoidable utilization.
What changed
- The caregiver's primary concern
- When symptoms began and how they changed
- Severity, frequency, duration, and change from baseline
What matters
- Medications and home interventions
- Relevant medical history
- Caregiver questions and communication barriers
What happened next
- Mae's recommended next action
- Whether the family monitored, contacted a provider, visited a clinic, or sought urgent care
- The outcome after the care decision
Each interaction becomes part of a child-specific longitudinal record that can help families and care teams recognize meaningful changes over time.
Connecting caregiver and clinical data
A more complete picture of the child.
With appropriate authorization and partner integration, Mae can incorporate EHR records, C-CDA documents, FHIR-enabled systems, medication and allergy histories, diagnoses, immunizations, procedures, laboratory results, prior caregiver conversations, reported outcomes, and partner-supplied encounter and utilization data.
Mae does not simply display information. Mae organizes it around the child's current situation, identifies relevant history, and shows the evidence supporting the recommended next step.
Mae's evidence engine
Connect engagement to measurable outcomes.
Mae follows the pediatric journey from the caregiver's first concern through the care decision, provider handoff, follow-through, and outcome.
Capture
Mae captures what the caregiver is seeing, hearing, and experiencing between clinical visits.
Structure
Observations become time-stamped, child-specific information: onset, severity, duration, change from baseline, relevant history, and actions already taken.
Connect
When authorized and available, Mae combines caregiver-reported information with relevant EHR and C-CDA data.
Support the decision
Mae helps clarify whether the next step is reassurance and monitoring, routine care, prompt clinical contact, or urgent escalation.
Create the handoff
Mae produces a concise, evidence-supported summary of what happened, what changed, and why the family is seeking care.
Measure the outcome
Mae follows the journey to understand what action was taken, what care was received, and whether unnecessary or delayed utilization may have been avoided.
Data solutions for healthcare organizations
See what happens before, between, and after the encounter.
Mae can help FQHCs, Medicaid organizations, rural health providers, employers, and value-based care partners understand care beyond traditional healthcare encounters.
Care management & population health
Identify families who may need support.
- Recurring caregiver concerns
- Repeated symptoms or care-navigation problems
- Gaps in follow-up and continuity
- Language or access barriers
- Patterns of delayed or potentially avoidable care
- Children who may require clinical outreach
Quality & performance measurement
Measure how care decisions change.
- Enrollment, engagement, response, and follow-through
- Appropriate reassurance and home monitoring
- Routine, urgent, and emergency-care recommendations
- Provider handoff completeness
- Time from concern to appropriate action
- Primary-care follow-up
- Potentially avoidable ED or urgent-care use
- Differences by geography, language, payer, and population
Value-based care analytics
Connect outcomes to cost and value.
- Changes in healthcare utilization
- Cost and utilization trends
- Avoidable emergency and urgent-care encounters
- Primary-care engagement and continuity
- Performance against pilot objectives
- Potential savings and return on investment
- Opportunities to improve value-based pediatric care
Rural health & health equity
Make barriers visible.
Mae gives rural and underserved families a voice-first way to communicate concerns in more than 55 languages.
- Geographic differences in access
- Language and communication barriers
- Rural care-continuity gaps
- Delays in primary or specialty care
- Differences in recommendations and outcomes
- Communities requiring additional support or resources
From fee-for-service to value-based care
Fee-for-service records what was billed.
Mae helps prove what changed.
Value-based care requires evidence that families engaged, risks were recognized, decisions improved, appropriate care followed, outcomes changed, and avoidable cost was reduced. Mae's Evidence Engine connects those steps.
01Family engagedVoice and context captured
→02Risk identifiedChange and concern structured
→03Decision changedClear next action supported
→04Outcome measuredWhat happened next recorded
→05Value demonstratedQuality, utilization, and cost
Performance that can be measured
Track engagement, follow-through, care access, experience, escalation safety, and outcomes.
More appropriate use of care
Evaluate changes in avoidable emergency, urgent-care, clinic, and follow-up utilization.
Visibility into who is being reached
Measure rural access, language needs, health-literacy barriers, and differences in follow-through.
Evidence for value-based contracts
Translate measured outcomes into ROI, shared savings, quality incentives, and sustainable PMPM partnerships.
Mae helps prove whether pediatric support created value.Connect better care decisions to quality, utilization, outcomes, and total cost.
Build the value caseDesigned for responsible data use
Trust is part of the architecture.
Mae works with each healthcare partner to establish appropriate requirements for data exchange, access, governance, clinical review, and evaluation.
- Caregiver consent and authorization
- HIPAA and business associate responsibilities
- Role-based access
- Data minimization
- Encryption and secure transmission
- Auditability
- Data retention and deletion
- EHR and C-CDA exchange
- Clinical review and escalation governance
- De-identification and aggregation
- Independent evaluation when required
Birth through age 12 · childhood between the visits
21 routine visits.
More than 4,000 days of childhood.
Mae helps capture what happens during that missing time. By connecting caregiver observations, longitudinal child history, authorized clinical data, care decisions, and outcomes, Mae creates a pediatric evidence layer that helps families make better decisions and helps healthcare organizations understand whether care is becoming more accessible, timely, equitable, and effective.
Turn pediatric data into better decisions
Move from fragmented encounters to longitudinal pediatric intelligence.
Mae provides the evidence healthcare organizations need to improve care, measure outcomes, and support sustainable value-based programs.
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