ACL Caregiver AI Challenge — Track 1
Caregiving is relentless. Clover is an AI support companion built specifically for parents and caregivers of autistic children — available at 3am, in the parking lot after a hard IEP meeting, or anywhere the weight of it catches up with you.
Clover is a caregiver support tool — not a diagnostic, clinical, or medical decision-making system. It does not replace your care team.
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Illustrative session. Real conversations are private.
Most autism support resources focus on the child. Clover focuses on you — the parent, the caregiver — who is carrying an enormous and often invisible load.
Clover listens, helps you process difficult moments, and surfaces practical techniques drawn from evidence-based caregiver support frameworks. It remembers your sessions, adapts to where you are in your journey, and escalates to your emergency contact if a conversation signals you may need more support than an AI can provide.
It was built with the same clinical safety architecture that powers Bloomb's postpartum platform — deterministic crisis detection, zero-PII data handling, and a conservative escalation philosophy.
Important: Clover is a caregiver support and navigation tool. It does not diagnose, treat, or make clinical decisions. It is not a substitute for mental health care, medical advice, or professional services. If you are in crisis, please contact 988 (Suicide & Crisis Lifeline) or your local emergency services.
Every message is evaluated by a deterministic safety layer before the AI responds — not dependent on prompt quality. A match guarantees an appropriate, clinically-informed response, every time, regardless of phrasing.
No personally identifiable information touches the language model layer. Conversation data is stored in Azure's U.S. East region with audit logging enabled. You can delete your data at any time.
Responses are driven by an autism-caregiver ontology — not a generic prompt. One caregiver gets grounding techniques for acute overwhelm; another gets IEP advocacy resources. The response fits the moment.
A short registration captures your child's diagnosis context and your emergency contact — the person Clover will alert if a conversation escalates to a level requiring human support.
No onboarding flow, no checklist. Just tell Clover what's going on. In English or Spanish — Clover handles both.
Clover listens, reflects, and suggests techniques calibrated to your situation — from caregiver fatigue strategies to IEP advocacy guidance to crisis grounding.
If a conversation signals elevated risk, Clover's crisis ladder activates. At the highest levels it requests your consent to contact your emergency contact — and explains why.
Clover was built by an AI Data Architect with 15 years of experience building production AI systems for IBM, Virtusa, Walmart, and global enterprise clients — in regulated, safety-critical environments where a wrong answer is not a product issue, it is a patient safety event.
That standard — grounded responses, validated accuracy, deterministic outcomes — is the same standard applied here. Not because a regulator required it, but because the caregivers using this platform deserve it.
Bloomb began with postpartum mental health. Clover extends that same clinical infrastructure to the autism caregiving space — one of the most demanding and underleveraged populations in behavioral health, where caregiver burnout is endemic and support is persistently inadequate.
"Caregivers of autistic children are holding up an enormous and often invisible weight. They navigate systems that weren't built for them, absorb their child's hardest moments, and rarely have anywhere to put their own. Clover exists to be that somewhere."
Available now to caregivers of autistic children. No waitlist. Start a conversation today.
Clover is a support tool, not a medical device. Free to access during the pilot period.