How Social Creatures Inc. partnered with Whitelabel to take their Mount Sinai postpartum program nationwide: daily AI check-ins, smart prompts, and real referrals at scale.
Impact at a glance
Scaling a proven programme
In a room in Brooklyn, a group of new parents meets each week with a facilitator, and in the clinical trial run with Mount Sinai Hospital the parents who did that showed a 29 percent reduction in postpartum depression symptoms. That is Bonded by Baby, the flagship programme of Social Creatures Inc., a nonprofit founded by Rose Perry to make connection as recognised a health indicator as blood pressure. It treats social health, the relationships, support and sense of belonging that shape wellbeing, as a pillar of public health rather than a soft extra, and the trial result is the kind few behavioural interventions ever reach.
We think the problem the programme then ran into is the one every proven small-scale intervention runs into. It depended on the right facilitator in the right neighbourhood at the right hour, so it was labour-intensive and it stopped at the edge of Brooklyn. Social Creatures had reached 50,000 people through its online tools and knew the model could help far more, if it could be scaled without thinning the human connection that made it work. That condition, not the technology, is what the partnership was about.
A companion for new parents
Social Creatures and Whitelabel co-designed an AI companion for new parents that delivers the Bonded by Baby model at scale. It was never meant to replace the in-person groups. It extends them, fills the gaps when no facilitator is available, and carries the programme to parents who cannot get to a weekly meeting in Brooklyn.
The companion runs daily check-ins: short, science-backed prompts that gauge mood, energy, support and stress. When a parent's answers show she is struggling, or when the pattern over days suggests rising isolation or depression risk, the system routes her to the right support, and because it is grounded in Social Creatures' evidence base and safety protocols it never invents advice or drifts off script. The live quiz at socialcreatures.whitelabel.ai shows the shape of it, a sixty-second check-in asking how someone's social health is doing. The AI carries the daily relationship; a person steps in when human judgment is what matters.
Nationwide reach, clinically safe
The mobile app launched and took the Brooklyn programme nationwide. Social Creatures has reached more than 50,000 people through its online tools, and the model those tools carry is the one that showed a 29 percent reduction in postpartum depression symptoms in the Mount Sinai trial.
The partnership also helped Social Creatures win support from the OpenAI People-First AI Fund, which backed the programme as a model for AI that amplifies human care rather than replaces it, and that funding is paying for further development and expansion. For Social Creatures the technology is a means to one end: more parents feeling less alone, more connections made, and more lives shaped by the kind of social health that prevents a crisis instead of only answering one.
What other nonprofits can learn
The pattern here is repeatable. Take a programme that works at small scale, find the parts that need human judgment, and let AI carry the rest with safety and fidelity. Done that way the AI does not dilute the programme; it makes more of the programme possible, for people who would otherwise have gone without it.
Three design principles carried the weight. Ground the AI in your evidence base and safety protocols, and do not let it improvise. Be explicit about when it hands off to a person, and make those hand-offs fast and reliable. And treat it as a relationship layer rather than a survey layer, because daily, brief, contextual prompts build engagement in a way a monthly questionnaire never will. Social Creatures also shows why our AI fundraising guide puts orchestration ahead of replacement: the organisation did not replatform, did not drop its existing tools or partners, and did not hire engineers. We built the companion on top of what already existed, and it reads as an extension of Social Creatures rather than a bolt-on chatbot, which is what the parents in the Brooklyn room would recognise.
“Whitelabel lets us take our Brooklyn program with Mount Sinai nationwide: daily check-ins, smart prompts, and real referrals at scale.”
Frequently asked questions
How does the AI companion stay clinically safe?
The AI is grounded in Social Creatures' evidence-based protocols and never invents advice. It's trained only to respond from verified content, escalate crisis language immediately to human staff and hotlines, and route parents to vetted local resources. The system is built on SOC 2 and HIPAA-compliant infrastructure, and all interactions are monitored for safety patterns.
Does the AI replace the in-person Bonded by Baby groups?
No. The AI extends the program to parents who can't attend in-person groups due to geography, schedule, or other barriers. For parents who are in the Brooklyn program with Mount Sinai, the AI provides daily support between weekly meetups. It's a complement, not a replacement.
Can other nonprofits build something similar?
Yes. The Social Creatures model is repeatable: identify a program that works but doesn't scale, define the parts that require human judgment, and use AI to handle the daily engagement, pattern detection, and resource routing. Whitelabel partners with nonprofits to design and build these kinds of AI products through the Lab. Start with a conversation to explore what's possible for your mission.
How did Social Creatures fund the AI development?
Social Creatures and Whitelabel partnered to secure support from the OpenAI People-First AI Fund, which funds AI applications that center human well-being. The case demonstrates that ambitious AI projects are often grant-eligible when they serve a clear social good and can scale to meaningful impact.