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Quarterly briefing · Q3 2026

FamTech Futures
Care Economy Brief

Signals shaping the infrastructure, policy, and responsible technology behind the $648B+ Care Economy.

Who we areCare Economy TrendsDownload the reportPartner with us

Who we are

Two organizations, one Care Economy mission

FamTech.org builds the network. FamTech Futures turns its intelligence into shared action.

What we're seeing

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Care Economy Trends

Signals from the FamTech.org member network and private founder forum, organized as four visual chapters.

Care is moving from the margins of economic policy to the center of how we build, govern, and invest in the future.

EmergingAI as a Partner to CaregivingAugmentation is advancing faster than substitution.Explore trend →EmergingTechnology Build Time Is FallingTrust is becoming scarcer than creation.Explore trend →EmergingStates Are Moving FastLocal policy is setting the near-term rules.Explore trend →PersistingCare as National InfrastructureCare is entering national industrial policy.Explore trend →
Emerging

AI Is Becoming a Partner to Caregiving

The strongest signal is augmentation, not substitution — and it is already happening.

AI is absorbing administrative work, pattern recognition, monitoring, and access while human judgment and connection remain non-negotiable.

The Caregiving AI Responsibility Initiative is being built as an independent guide for the sector, alongside the Oxford Institute for Ethics in AI.

Why it mattersResponsible use is quickly becoming a condition of trust. Shared standards can keep people, consent, and dignity at the center.
Care remains at the center
CARI: The responsibility layer

Admin

Efficiency augmentation

Pattern recognition

Clinical insights

Access

Universal availability

Monitoring

Continuous vigilance

The core

HUMAN
CONNECTION
& JUDGEMENT

Independent verification framework

Network consensus: augmentation, not substitution. CARI provides the independent responsibility layer.

Emerging

The Time Required to Build in Tech Is Falling, Fast

Tandem, a FamTech member company, built an enterprise-grade MVP in six weeks for $4,000.

Low-code and AI-assisted development are expanding who can build in the Care Economy. Timelines and costs that were unrealistic two years ago are now within reach.

The bottleneck is moving from “can it be built?” to “can it be trusted and scaled?”

Why it mattersAs creation gets cheaper, confidence becomes scarcer. Standards, vetting, and trusted networks matter more — not less.
One enterprise MVP · reported by Tandem
6
Weeks to build
$4K
Reported cost
Building barrier fallingTrust barrier rising

A company-reported example, not a sector benchmark. It illustrates how the bottleneck is shifting from building to trust and scale.

Emerging

States Are Moving Fast

State legislatures, not Congress, are setting the near-term rules for AI and care.

Colorado paired AI risk management with a pioneering careworker tax credit. Illinois added protections covering AI in recruitment and hiring.

EPIC Design Lab is also demonstrating how public-private infrastructure can expand child care capacity.

Why it mattersState policy is a leading indicator of federal attention — and regulatory clarity often determines where capital moves next.
State policy watch · 2024–26
Colorado
AI risk management
SB24-205
Colorado
Careworker tax credit
HB24-1312
Illinois
AI hiring protections
HB 3773

Near-term rules are emerging state by state, making local intelligence a leading indicator for national change.

Persisting

Care as National Infrastructure

National industrial policy is starting to use the language this network has used for years.

OpenAI’s 20 Ideas for AI-Era Industrial Policy and Industrial Policy for the Intelligence Age explicitly recognize caregiving as economically valuable, durable work.

RAISE US launched in June with more than $500M in workforce-redeployment commitments and care prominently represented.

Why it mattersThe market is proven. The unresolved gap is governable infrastructure that directs capital toward care.
Infrastructure signal
Care enters national industrial policy
$500M+
Policy language
Workforce capital
Care recognition

RAISE US launched in June with more than $500M in private-sector workforce commitments. Bars show directional momentum, not a quantitative index.

FamTech.org New Tech Members

Recent additions to the FamTech.org member network, building across childcare, aging, workforce, and family health.

Playtag logoPlaytagCare AITurns video into behavioral intelligence, revealing how people act and change over time across education, healthcare, and elderly care.playtag.ai →Call Emmy logoCall EmmyParentTechA technology-enabled childcare marketplace and concierge connecting families and organizations with vetted, on-demand childcare.callemmy.com →Davavo logoDavavoWorkplace CareAI agents that help employees navigate parental leave, caregiving, time off, and workplace benefits.davavo.com →Amelio Health logoAmelio HealthCareTechAn AI-driven chronic pain platform combining behavioral, wearable, and coaching data for insured and aged-care populations.ameliohealth.com →My Phoenyx logoMy PhoenyxKid TechAn AI-powered, screen-free language-learning companion helping parents raise bilingual children.myphoenyx.com →Cogensus logoCogensusAgeTechA B2B conversation analytics platform surfacing proactive cognitive health insights for older adults.cogensus.com →Best Parents logoBest ParentsFamily ExperienceA global marketplace for educational and adventure travel programs for children across 100+ countries.bestparents.com →Karibu.AI logoKaribu.AICare WorkforcePersonalized micro-learning that helps long-term care nurses become floor-ready on each facility's protocols.karibu.ai →The Peds MD logoThe Peds MDPediatric CareA membership pediatric practice with unlimited house calls and 24/7 physician access from birth through young adulthood.thepedsmd.com →Parensure logoParensureAgeTechA mobile caregiving coordination platform helping families organize and collaborate around aging loved ones.parensure.com →Joy Parenting Club logoJoy Parenting ClubParentTechA parenting resource platform connecting families with expert guidance, tools, and trusted support.joy.co →Humm Parenting logoHumm ParentingParentTechParent-centered coaching, 24/7 guidance, and community from family planning through early childhood.hummparenting.com →Sensory Toolbox logoSensory ToolboxDisabilityTechA mobile app helping neurodivergent children build self-regulation skills with real-time, evidence-based tools.sensorytoolbox.com →Park Bench NYC logoPark Bench NYCParentTechAn AI-powered platform for school, activity, and community information that reduces parental mental load.parkbench.nyc →PeelAways logoPeelAwaysCareTechMultilayered disposable waterproof fitted sheets that simplify hygiene for caregivers and care settings.peelaways.com →TLDR Parents logoTLDR ParentsParentTechTurns school and activity communications into organized, actionable calendar events and reminders.tldrparents.com →CuroNow logoCuroNowCareTechA shared coordination platform keeping families and home care agencies connected between visits.curonow.com →SENSE Family Autism Care logoSENSE Family Autism CareDisabilityTechAt-home, evidence-based autism support helping families navigate early intervention with confidence.sensefamilyautismcare.com →

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October 20, 2026 · 4–6 PM PDT · San Francisco

A CARI convening bringing together builders, ethicists, and caregivers to examine how AI and robotics are reshaping the human experience of care. Co-hosted with Oxford and the FamTech.org network.

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