Introducing Ada: The Whole Person Health and Wellbeing Assistant
A Practical Guide to the AI Tool Built on Salutogenic Principles
Most health apps ask the wrong question.
They track symptoms. They log milestones. They alert you when something looks abnormal. They are, at their core, pathogenic tools — designed to detect what is wrong.
The Whole Person Health and Wellbeing Assistant — known conversationally as Ada — starts somewhere different. It starts where Aaron Antonovsky started: not with what makes people sick, but with what keeps people well. Not with deficits, but with the resources, relationships, and environments that allow people to build a coherent, manageable, meaningful life.
Ada is the first AI tool built explicitly on the salutogenic paradigm. And this post is your practical guide to what it is, what it can do, and how to use it well — whether you are a parent navigating the first 1,000 days, a clinician looking for whole-person assessment support, a community health worker connecting families to resources, or a researcher interested in what salutogenesis looks like when it is operationalized at scale.
What Ada Is — and What It Is Not
Ada is an AI-supported whole-person health and wellbeing guide for the first 1,000 days of life — from conception through a child’s second birthday — and beyond.
It thinks across eight interconnected dimensions of a family’s life simultaneously: biological, psychological, social, spiritual, environmental, healthcare, political, and commercial. This is not a design preference. It reflects what the developmental science actually shows: outcomes in the first 1,000 days are shaped by factors that no single clinical encounter, no single screening tool, and no single domain of intervention can fully address alone.
What Ada does:
Helps families understand their situation in plain language
Helps prepare better questions for clinical visits
Helps identify resources across the full salutogenic ecosystem
Helps make complex information comprehensible, manageable, and meaningful
Helps clinicians and community workers prepare whole-person assessments and conversation guides
Helps civic advocates turn family navigation challenges into Citizen Briefs for community deliberation
What Ada does not do — and this matters enormously:
Ada does not diagnose medical conditions. It does not prescribe treatment. It does not replace your doctor, midwife, nurse, therapist, doula, social worker, family, or community. It does not provide clinical triage. It does not maintain longitudinal clinical memory across sessions. It does not know whether local resources listed are currently accepting patients unless that information is verified.
Ada is a guide, an educator, a preparation tool, and a connector. Its role is to help people take the next manageable step — not to be the last word on anything that matters clinically.
Safety note: If you or your baby may be in immediate danger, call 911. If you are having thoughts of harming yourself or your baby, call or text 988. If you are experiencing domestic violence, call 1-800-799-7233 or text START to 88788.
The Salutogenic Lens: Why It Changes Everything
Antonovsky’s central insight was that health is not simply the absence of disease. It is actively created — through what he called a Sense of Coherence: the degree to which a person experiences their world as comprehensible (I can understand what is happening), manageable (I have the resources to cope), and meaningful (it is worth engaging with).
These three dimensions — comprehensibility, manageability, and meaningfulness — are built through relationships, through resources, through communities that see and support the people within them.
Ada is designed to strengthen all three.
When a parent tells Ada they are overwhelmed at 3 a.m. with a newborn who won’t stop crying, Ada doesn’t run a symptom checker. It asks: what do you know that might help? What resources do you have? What would make this moment feel less chaotic? And then it works with the parent to build comprehensibility, identify manageable next steps, and reconnect them to why this hard moment is meaningful.
This is the salutogenic approach in practice. Not pathology detection. Health creation.
For clinicians, this means Ada is organized around the same logic that makes motivational interviewing effective, that underpins strength-based social work, and that informs trauma-informed care — the recognition that what a person already has and already knows is the most important asset in any intervention.
The Salutogenic APGAR
At the center of Ada’s assessment framework is the Salutogenic APGAR — a whole-person health assessment adapted from the familiar newborn APGAR score, reoriented from vital-sign detection to flourishing capacity.
Where the traditional APGAR measures five physiological signs in the first minutes after birth, the Salutogenic APGAR measures five dimensions of a family’s capacity for flourishing across the first 1,000 days:
A — Adaptability. Can the family adjust to new challenges and find workable approaches when something isn’t working?
P — Purpose. Does the family have a sense of meaning, direction, and connection to something larger than daily survival?
G — Growth. Are the conditions in place for the child — and the caregivers — to learn, develop, and build on their strengths over time?
A — Affiliation. Does the family have relationships, community, and belonging that buffer stress and provide sustained support?
R — Resilience. Does the family have the resources — material, emotional, social, and environmental — to navigate difficulty without being overwhelmed by it?
The Salutogenic APGAR is not a scoring instrument that labels families. It is a map — a way of seeing where support is present and where it can be strengthened. Ada uses it to structure whole-person check-ins that feel like conversations, not assessments.
[ TRY IT: Run a Salutogenic APGAR check-in with Ada ]
Paste this into Ada:
“I’d like to do a Salutogenic APGAR check-in. Please ask me questions across the five dimensions — Adaptability, Purpose, Growth, Affiliation, and Resilience — and help me understand where my family’s strengths are and where additional support might make a difference during the first 1,000 days.”
The Eight Dimensions
Ada holds eight interconnected dimensions in mind across every conversation:
🧬 Biological — Maternal health, nutrition, prenatal care, birth outcomes, physical development, epigenetic exposures.
🧠 Psychological — Caregiver mental health, perinatal mood disorders, stress, secure attachment, emotional support, responsive caregiving patterns.
👨👩👧 Social — Family cohesion, community ties, housing stability, social networks, belonging and isolation.
🕊️ Spiritual — Identity, meaning-making, cultural and faith traditions, values, the sources of coherence that sustain families under pressure.
🌿 Environmental — Air quality, housing safety, food access, neighborhood safety, environmental toxin exposure, green space.
🏥 Healthcare — Prenatal and pediatric care access, insurance navigation, developmental screenings, early intervention systems, cultural competence of providers.
🗳️ Political — The policy landscape shaping what families can access: paid leave, WIC, childcare subsidies, housing support, Medicaid eligibility.
🛒 Commercial — Food environments, formula and food marketing, employer family policies, economic conditions affecting family financial stability.
These dimensions are not assessed sequentially. They are held simultaneously — because that is how they actually interact in a family’s life. A housing instability problem is also a psychological stress problem is also a nutritional access problem is also a pediatric appointment attendance problem. Ada is designed to see those connections and reflect them back.
How to Use Ada Well: The Starter Formula
Ada responds to what you tell it. The more specific you are about who you are, where you are in the first 1,000 days, and what you’re trying to figure out, the more useful its response will be.
The starter formula:
“I am a [parent / caregiver / clinician / community worker / researcher]. I am [weeks pregnant / postpartum / caring for a child who is X months old / supporting families in a professional capacity]. My main concern is [describe it in a sentence or two]. I would like help with [understanding this / preparing questions / finding resources / making a plan / creating a Citizen Brief / running a whole-person assessment]. Please keep the response [simple and plain-language / detailed / clinician-facing / Montco-specific].”
The more context you give, the more tailored and useful the response.
Starter Prompts by Audience
These are ready to copy and paste directly into Ada.
For Parents — Early Pregnancy
“I just found out I’m pregnant. I’m [X] weeks along and feel overwhelmed. Help me understand what matters most in the first trimester and what questions I should ask at my first prenatal visit.”
“I’m pregnant and having trouble accessing prenatal care. Help me understand my options, including community health centers and programs that accept Medicaid.”
“I’m worried about my nutrition during pregnancy and have limited access to fresh food. Help me think about what’s realistic and what resources might be available.”
For Parents — Postpartum and Newborn
“I’m a first-time parent. My baby is [X] weeks old and I’m exhausted and not sure what’s normal. Help me sort out what might just be hard-but-normal versus what I should call the doctor about.”
“I think I might be experiencing postpartum depression. Help me understand what the signs are and what my options might be for getting support.”
“My baby isn’t meeting some milestones I’ve read about. Help me understand what the range of normal looks like and when early intervention might be worth exploring.”
For Parents — Infant and Toddler
“My baby is [X] months old. Help me understand what developmental milestones to expect and what kinds of interactions and activities are most beneficial right now.”
“I’m a single parent going back to work and trying to find affordable, quality childcare. Help me think through what to look for and what questions to ask.”
“I’m struggling to afford everything my family needs. Help me identify what programs might be available for a family in our situation.”
For Healthcare Providers
“Create a family-friendly explanation of [clinical topic] that I can share with a patient who speaks Spanish as a first language.”
“Help me prepare a whole-person check-in framework for a 6-week postpartum visit that covers biological, psychological, social, and environmental factors.”
“Help me think through the salutogenic ecosystem for a family navigating [describe the situation]. Where are their strengths? Where are the system gaps?”
For Community Health Workers
“I’m a community health worker supporting families in [location]. Help me create a conversation guide for a family experiencing [describe situation].”
“Create a conversation starter I can use in a home visit with a family that has a newborn and is experiencing housing instability and food insecurity.”
For the Whole Person Assessment
“I’d like to do a whole-person check-in. Please ask me questions across the eight dimensions — biological, psychological, social, spiritual, environmental, healthcare, political, and commercial — and help me see where my family’s strengths are and where additional support might help.”
“Please run a Whole Person Assessment for a family navigating the following circumstances: [describe situation]. What does their salutogenic ecosystem look like and where are the gaps?”
For Researchers and Evaluators
“Help me think through how the salutogenic paradigm applies to [specific research question or policy area].”
“What does the evidence say about [specific intervention] during the first 1,000 days, and how would you rate the strength of that evidence?”
“Help me design a set of questions for a listening session with families about what they need during the first 1,000 days, organized around the Sense of Coherence framework.”
For Civic and Community Use
“Help me turn this family’s experience into a Citizen Brief for the People’s Commission: [describe the situation and the barrier they faced].”
“What does the salutogenic approach suggest about how [specific local policy] affects families during the first 1,000 days?”
Running a Whole Person Assessment for the Montco Newborns
One of the most powerful ways to understand what Ada can do — and to see the salutogenic framework made concrete — is to run a Whole Person Assessment for one of the Moonshot Class of 2026: the six composite newborns whose circumstances ground the People’s Commission’s work in Montgomery County.
Each assessment shows you the full eight-domain ecosystem: what this family has, where the system is failing to support them, and what a genuinely salutogenic environment would provide. The contrast between Grace’s assessment and Jaylen’s makes visible, in practical terms, what equity of condition actually means.
Run Grace’s Assessment — The benchmark. What does full ecosystem support look like?
“Please run a Whole Person Assessment for a composite newborn named Grace, born in Lower Merion, Pennsylvania (zip 19003). Her parents are a biotech researcher and a corporate attorney. Her mother has sixteen weeks of paid parental leave; her father has twelve. They live in a neighborhood with median household income exceeding $130,000. Three pediatric practices are within a ten-minute drive. A farmers’ market is within walking distance. Their social network includes other new parents, lactation consultants, and nearby grandparents. Assess Grace’s salutogenic ecosystem across all eight domains — identifying strengths, any invisible vulnerabilities, and what this ecosystem reveals about what every child’s first 1,000 days could look like.”
Run Jaylen’s Assessment — The friction.
“Please run a Whole Person Assessment for a composite newborn named Jaylen, born in Norristown, Pennsylvania (zip 19401). His mother, Destiny, twenty-three, is a certified nursing assistant. His father, Marcus, drives for a rideshare company while studying for his CDL. Destiny had gestational diabetes diagnosed late due to scheduling barriers. They have Medicaid. Finding a pediatrician accepting new Medicaid patients took three weeks of phone calls. The nearest full-service grocery store requires a bus ride. Median household income in their neighborhood is approximately $45,000. Assess Jaylen’s salutogenic ecosystem across all eight domains — identifying strengths, gaps, the cumulative effect of friction across domains, and what a genuinely supportive ecosystem would provide.”
Run Sofia’s Assessment — The cultural gap.
“Please run a Whole Person Assessment for a composite newborn named Sofia, born at home in Lansdale, Pennsylvania (zip 19446), attended by a midwife. Her parents emigrated from Guatemala six years ago. Her mother, Lucia, cleans houses. Her father, Carlos, works in commercial landscaping. They are documented residents with work permits. They speak Spanish at home. Lucia received prenatal care through one of the few bilingual providers in the area. WIC enrollment among eligible Latino families in this area runs below the county average. The family attends a Catholic parish that provides informal support. Assess Sofia’s salutogenic ecosystem across all eight domains — with particular attention to the strengths her family already possesses and the gaps created by an institutional environment built around different assumptions.”
Run Aiden’s Assessment — The geographic gap.
“Please run a Whole Person Assessment for a composite newborn named Aiden, born in Pottstown, Pennsylvania (zip 19464). His mother, Kristen, twenty-seven, worked as a warehouse associate until her eighth month of pregnancy. His father, Ryan, is a welder with no employer health insurance. They are covered under COBRA at $1,400 a month, expiring in three months. Kristen has a history of anxiety that went untreated during pregnancy because the nearest therapist with availability had a two-month wait. The nearest mental health service is forty-five minutes away. Poverty rates in Pottstown are higher than most of the county. Assess Aiden’s salutogenic ecosystem across all eight domains — with particular attention to how geographic isolation and gap-population status compound each other.”
Run Amara’s Assessment — The structural gap.
“Please run a Whole Person Assessment for a composite newborn named Amara, born in Cheltenham, Pennsylvania (zip 19012). Her mother, Chioma, is a first-generation Nigerian-American medical billing specialist. Her father, Terrence, is a Philadelphia public school teacher with twelve weeks of union leave. Chioma had an uncomplicated pregnancy with consistent prenatal care and plans to breastfeed. On most individual measures, Amara’s start looks solid. But Chioma, as a Black woman, is statistically at elevated risk for maternal complications regardless of her education or income — a disparity rooted in the cumulative physiological effects of structural racism. Their childcare plan depends on extended family and is resilient but fragile. Assess Amara’s salutogenic ecosystem across all eight domains — with particular attention to what individual preparation can and cannot protect against.”
Run Riley’s Assessment — The design gap.
“Please run a Whole Person Assessment for a composite newborn named Riley, born in Abington, Pennsylvania (zip 19001). Her mother, Meghan, thirty-one, works as an office manager and separated from Riley’s father during the pregnancy. He is involved but inconsistently. Meghan has six weeks of employer maternity leave and employer-sponsored insurance. Full-time daycare in the area runs $1,200 to $1,800 a month. Meghan describes her experience as ‘drowning in logistics.’ Every decision falls on her alone — pediatrician selection, breastfeeding, sleep, finances. Assess Riley’s salutogenic ecosystem across all eight domains — with particular attention to the design gap: what it means to navigate the first 1,000 days within systems designed for two-parent households.”
→ All six assessments can be run at Ada on ChatGPT
→ Read the full newborn profiles at Thrive in Montco PA
→ Visit the Wix page to explore the newborns and run assessments with one click: Meet Ada
What Ada Is Building Toward
Ada’s current form is a ChatGPT-based conversational guide — Stage 1 of a staged development roadmap.
What is live now: A guided conversational assistant with strong guardrails, the eight-domain salutogenic framework, the Salutogenic APGAR, whole-person assessment capability, and the Montco newborn prompt library.
Coming in staged development:
A curated, human-reviewed knowledge base with evidence quality ratings
Role-specific workflows for parents, clinicians, and community workers
Local resource navigation for Montgomery County
Structured APGAR check-ins as a web application
Clinician-facing visit summary tools
Population-level equity dashboards
What Ada will never be: a diagnostic tool, a clinical triage system, a replacement for human care, or a system that makes high-stakes decisions without human oversight. The governing principle is embedded in every stage of the design: AI recommends. Humans decide.
→ Read the full governance framework: WPSA as a Safe, Agentic Pathway
The Whole Person Check-In
Before ending a session with Ada, or as a way to start one, try this simple whole-person check-in. It is organized around Antonovsky’s three dimensions of Sense of Coherence.
Paste this into Ada at any time:
“Help me do a brief whole-person check-in. Please ask me the following questions one at a time, listen to my answers, and then help me identify one manageable next step:
1. What is going well right now?
2. What feels confusing or hard to make sense of?
3. What feels most unmanageable?
4. Who is supporting you?
5. What is one thing that would make this week easier?
6. Is there anything urgent or unsafe that needs immediate attention?
7. What would make this situation feel more meaningful or worthwhile?”
This check-in takes about ten minutes. It often surfaces what matters most — and what the next manageable step actually is.
A Note on Evidence Standards
Ada is designed to distinguish between three categories of knowledge:
Established evidence — findings from multiple high-quality studies, endorsed by major clinical bodies (ACOG, AAP/Bright Futures, USPSTF, WHO). Ada presents these with confidence.
Emerging evidence — findings from preliminary studies or expert consensus that is not yet fully established. Ada presents these clearly labeled as emerging.
Illustrative estimates — figures used to communicate magnitude rather than precise measurement (such as the commonly cited “one million neural connections per second”). Ada uses these to convey scale, not as precision claims.
If you are using Ada for clinical, research, or policy purposes and want to know the evidence quality behind a specific claim, ask: “What is the strength of the evidence behind this? Is this established, emerging, or illustrative?”
How to Follow Ada’s Development
Ada is a project of the Institute for Salutogenesis, developed as part of the Thrive in Montco PA First 1,000 Days of Life Initiative. Its development is documented in real time across three platforms:
Here on mysaluto.org — the science, the framework, the governance architecture, and the evidence base. Subscribe for research-facing updates on Ada’s development and the salutogenic paradigm.
On Thrive in Montco PA — the community-facing story: how Ada is being used with real families in Montgomery County, what the People’s Commission is learning from it, and how it is being adapted based on community feedback. Subscribe at thriveinmontco.substack.com.
On the Wix site — the action-oriented portal: the newborn assessments, the starter prompts, the Commission application, and the one-click access to Ada. Visit at shimonwaldfogel.wixsite.com/project2026/meet-ada.
On social media — Instagram, TikTok, Facebook, LinkedIn, YouTube — with the July 4th Moonshot Class of 2026 campaign launching across all channels with #MontcoClass2026.
A Closing Thought
Antonovsky spent much of his career asking why some people stayed well even under conditions that should have made them sick. The answer he found — that health is actively created through coherence, through resources, through communities that see and support people — is both scientifically grounded and humanly obvious.
We have always known that people flourish when they feel understood, when they have what they need, and when their lives feel meaningful. The first 1,000 days are when that foundation is built, and when the presence or absence of support has its most lasting effects.
Ada is an attempt to make salutogenesis practical — not as a research paradigm living in journals, but as a tool that a parent at 3 a.m. can actually use, that a community health worker can open during a home visit, that a clinician can reference before a postpartum appointment.
It is the beginning of something larger. And it is available right now.
→ Open Ada
Subscribe to mysaluto.org for ongoing coverage of Ada’s development, the salutogenic paradigm in practice, and the science of the first 1,000 days.
The Whole Person Health and Wellbeing Assistant is a project of the Institute for Salutogenesis. Ada is an AI-supported guide and does not replace professional medical, mental health, or legal advice. For emergencies, call 911. For mental health crisis support, call or text 988.