CareGrid

Strategic Context

CareGrid began as UX research and systems design work: architecting the foundational concept and business value proposition for an AI-enabled care coordination platform for neurodiverse families, and translating deep qualitative research into actionable stakeholder journey maps to reduce caregiver burnout. The concept was accepted into the Base44 Accelerator, ranking in the Top 44 worldwide.

Overview

CareGrid is an AI-powered social infrastructure designed to decentralize care for neurodiverse families. By bridging fragmented medical, educational, and home environments into a cohesive ecosystem, it transforms the invisible economy of caregiving into a tangible, community-driven network that proactively supports continuous behavioral needs.

The Problem Space: Fragmented Care

The scale of neurodiversity

A growing population requiring systemic support:

• 1 in 36 children diagnosed with ASD (CDC, 2023)
• 11% of children affected by ADHD globally
• 20% estimated neurodivergent population
• $268B in annual autism-related costs in the U.S.

What is neurodiversity?

Natural variation in brain, cognition, sensory processing, and behaviour, including Autism Spectrum Disorder (ASD), ADHD, dyslexia and learning differences, Down syndrome, and sensory processing disorders.

Why this project?

From personal experience to systemic observation, the journey to CareGrid is rooted in the reality of neurodiverse caregiving:

• Lived experience: perspective as a sibling to a neurodiverse individual and as a vocational trainer
• Observed systemic gaps: fragmentation in support systems, education, and healthcare access
• Economic invisibility: care work is essential yet economically invisible and unrecognized
• Challenging productivity: neurodiversity challenges traditional definitions of productivity and contribution
• Undervalued economy: the care economy is systemically undervalued, despite being the bedrock of society

Emotional and temporal labour

The invisible workload carried by caregivers of neurodiverse individuals:

• Emotional labour: regulating the child’s emotions while suppressing their own stress, anticipating needs to prevent meltdowns, and providing calm during behavioral crises
• Temporal labour: hours spent on routines, therapies, and special education advocacy; unpredictable interruptions to work and personal time; managing the logistics of a neurodiverse care ecosystem

Mapping Systemic Failures

Stakeholder ecosystem

Concentric circles of care, showing how support radiates outward from the individual to societal systems:

• Inner circle: neurodiverse individual and family caregivers
• Middle circle: education, therapy, and community support
• Outer circle: policy, insurance, healthcare, and society

Pain points identified

Top challenges cited across 20 in-depth caregiver interviews:

Why existing systems fail

• Fragmented services: medical, educational, and therapeutic systems operate in silos, forcing parents to be the only bridge
• No behavioural continuity: context is lost between home and school
• Overwhelmed caregivers: high burnout without respite or tools
• No structured training: parents left to figure it out through trial and error
• No centralized data: behavioral insights scattered across paper logs, memory, and providers
• No emotional load recognition: caregiving labor treated as non-existent in economic and medical assessments

Architecting the Care Ecosystem

A living care infrastructure designed specifically for neurodiverse families, integrating data, community, and support. The platform runs as a continuous loop:

1. Behaviour logging (input): captures real-time data on mood, sleep, meltdowns, and daily wins
2. AI companion (insight): analyses logs to identify patterns, predict triggers, and suggest routines
3. Training platform (knowledge): delivers age-specific guidance based on behavioural needs
4. Community (connection): peer support, shared strategies, and emotional validation

Key Features

• Home dashboard: quick actions, care economy metrics, and recent activity at a glance
• Care profiles: diagnosis details, communication needs, special interests, and sensory preferences
• Daily mood and behaviour log: tracks mood, energy, sensory comfort, sleep, meltdowns, and more to surface patterns and wins
• Goals and progress tracking: turns long-term goals like independence into measurable milestones
• AI Care Companion (agentic AI): analyzes logs to identify patterns and triggers and offers proactive support
• Daily schedule builder: routines generated from real-time mood, energy, and sensory data
• Behaviour pattern reports: turn raw logs into insights so caregivers can anticipate needs rather than react to crises
• Parent training platform: age-based curriculum from early signs (2–6) to transition skills (16–18)
• Peer community: a judgment-free space for shared experiences and support
• Care log dashboard: visualizes care hours, emotional load, daily wins, and resilience to validate the caregiver’s invisible labor

Try it live

The CareGrid Intervention

Economic reframing: Asset-Actifs

Moving beyond “burden” to recognize the foundational economic value of care. Families are:

• Agents of maintenance: active maintainers of human infrastructure and societal stability
• Value-producing entities: care work produces resilience and future capability, and reduces long-term state dependency
• Holders of emotional-temporal assets: time, patience, and emotional regulation are finite, valuable resources

Social and economic impact

By shifting care from an invisible burden to a visible, data-driven economy, CareGrid reduces burnout, enables early intervention, supports independence, builds community resilience, makes care visible, and validates caregiving as productive economic activity.

Implementation roadmap

Future vision

What if care was recognized as economic value? What if families were seen as essential workers in the care economy?