Judge Criteria Visualization
The new research adds two judge answers: how the product scales globally, and how Thai caregivers can use it without carrying another financial burden.
Global Scale
The caregiving problem is global. The product core scales, but language, family role, tone, channel, privacy, and payer model must localize.
Thai Affordability
Direct B2C is risky. The access model should be free or sponsored first, with partner-paid cohorts and optional family upgrades later.
Prove Thai family agreement, LINE/SMS tone, sponsored pilot, agreement completion, and weekly review.
WedgeAdapt LINE to WhatsApp, prove English/multilingual family coordination, and test care-provider channels.
NextLocalize to LINE, formal family tone, aging urgency, municipality/provider/insurer partnership paths.
High needTest employer-benefit buyer and adult-child caregiver workflow around work disruption and family coordination.
CommercialGlobal Core
Localized Layer
Step 1
Basic log, burden snapshot, one agreement, limited drafts, safety flags.
Step 2
100 families for 8 weeks through clinic, NGO, provider, or employer.
Step 3
Partner pays for active families, facilitator dashboard, and reports.
Step 4
Family pays only after trust: history, exports, more seats, more processing.
| Model | Hypothesis | Why It Fits |
|---|---|---|
| Sponsored pilot | THB 80,000-150,000 for 100 families / 8 weeks | Trust starts with clinic, NGO, provider, employer, CSR, insurer, or public-health partner. |
| Provider add-on | THB 50-150 per active family per month | Eldercare providers can bundle family coordination into service quality. |
| Family upgrade | THB 49-149/month after free use | Small optional upgrade only after value and trust are proven. |
Use OpenAI For
Structured extraction, burden evidence, safety flags, agreement generation, and Thai message tone.
Store
Render the UI and weekly review from stored structured data instead of rerunning full prompts.
Limit
Keep the free tier text-first. Put long audio, OCR, and file parsing in sponsored or paid plans.
Global Dementia
People living with dementia globally from 2020 to projected 2050.
Thai Dementia Cost
Estimated monthly care burden in cited Thai dementia research.
LINE Reach
LINE users in Thailand, validating LINE as a health handoff channel.
Thai mHealth
Thai adults 45+ in one study who intended to use mHealth apps.
Thailand is our wedge, not our ceiling. The universal problem is hidden family caregiving work. We scale the evidence-to-agreement engine globally, then localize family roles, message tone, channel, resources, and payer.
For Thai affordability, we do not expect stressed caregivers to carry the full cost. The caregiver gets useful free access. Trusted sponsors pay first.