Empathic AI health agents for family-centered pediatric care

The opportunity

$363B Global Market | $200B Serviceable Market | $36B Initial Focus Market

In today’s healthcare ecosystem - providers, payors, and employers - families caring for children with chronic conditions are the invisible workforce of pediatric health. Yet they remain unsupported in fragmented systems of care.

  • TAM ($363B): Global families managing at least one pediatric chronic condition

  • SAM ($200B): Families caring for children with diabetes, obesity, growth disorders, cancer, autism, severe asthma, MS, or lupus

  • Initial Focus ($36B): Families most in need of support for childhood obesity, diabetes, growth disorders, and cancer

Because every child’s outcome starts with the family

Economic impact

  • 25M+ U.S. children live with at least one pediatric chronic condition

  • Average annual cost per child:

    • Type 1 Diabetes: $10K–$25K+

    • Childhood Obesity/T2 Diabetes: $2K–$4K

  • $300B lost annually from treatment non-adherence

  • $282B in productivity loss tied to mental-health absenteeism

  • The top 5% of spenders drive nearly 50% of total healthcare costs; the top 1% exceed 20%

  • Pediatric chronic care happens at home, led primarily by mothers

Sources: UCLA Health, Crossen et al., Pediatric Diabetes, 2020, Diabetes Care, 2018, Pediatric Diabetes 2019, PMC, 2024 Columbia/Yale/NBER, Agency for Healthcare Research and Quality, National Alliance for Caregiving

Our solution

The Adhera AI Health Agentic Platform extends clinical care into the home and provides continuous, empathic, emotionally intelligent support for families managing pediatric chronic conditions

Built on proprietary, whole-family training datasets, our Small Language Models (SLMs) deliver precision-guided, empathic interventions that address the intertwined needs of the child, the caregiver, and the care team.

Current AI health agents

  • Family caregiver coping agent
    Provides empathic support for parental stress, emotional wellbeing, and burnout reduction.

  • Caregiver wraparound services agent
    Connects families to community, behavioral, and social-support resources—critical for underserved and high-disparity populations.

  • Family insights agent
    Identifies adherence risks, emotional patterns, and behavioral trends to anticipate challenges before they escalate.

  • Clinician liaison agent
    Bridges real-time family insights with provider workflows, enhancing visibility between visits and reducing care fragmentation.

  • Navigator agent
    Guides families through care coordination, benefits, and daily treatment tasks with empathic, step-by-step support.

Pipeline: 40+ AI health agents in development

Expanding across chronic, behavioral, developmental, and social-determinant categories to support the full spectrum of family care needs.

Reimbursable & scalable

The platform integrates seamlessly with value-based care, care-management, telehealth, and reimbursement frameworks across providers, payors, and employers—enabling scalable, whole-family support that improves outcomes and reduces total cost of care.

Person holding a white tablet device with a graphic of a network diagram overlayed.

Successful Clinical Studies & Real World Data

Conditions Partners Key Outcomes
Pediatric Growth Hormone Disorders Hospital Universitario Miguel Servet (SALUD)
Merck KGaA
↑ 75% adherence
↓ stress
↑ motivation
Pediatric Type 1 Diabetes Hospital Universitario Miguel Servet (SALUD)
Novo Nordisk
↓ caregiver anxiety
↑ child self-management
Childhood Obesity Institut Català de la Salut (ICS)
Government of Spain
↑ family engagement
↑ healthy habits
↓ weight
Overcoming Stigma in Latino Pediatric Care Children’s Hospital Los Angeles (CHLA)
National Institutes of Health (NIH)
A digital solution helps close care gaps through personalized, stigma-free, culturally responsive support.

Scientific Recognition and Publications

JMIR Pediatrics & Parenting
Study showed increased positive affect; reductions in stress, anxiety, and depression; improved self-efficacy and overall well-being.
JMIR Pediatrics & Parenting
Peer-reviewed study examining digital, family-centered support for children undergoing growth hormone therapy and their caregivers.
ENDO 2025
Conference presentation highlighting real-world outcomes for families using digital support in pediatric type 1 diabetes care.
ENDO 2025
Research exploring digital, family-centered interventions to improve healthy behaviors and weight outcomes in children with obesity.
ENDO 2025
Study evaluating how digital companions can support adherence, family engagement, and care coordination in pediatric growth hormone therapy.
AMIA Informatics Summit
Research shows AI-driven predictive tools often favor younger and male patients while underperforming in older individuals. Analysis across 25,000+ cases revealed persistent age- and sex-related biases, raising important fairness considerations for AI in healthcare.

Start a conversation with our founders

Four diverse people placing their hands together in the center, symbolizing unity and teamwork, on a wooden surface.