Crowdsource anonymized clinician validations for your health AI via micro-tasks.
Healthtech solo founders struggle to validate medical AI features for diagnostic tools without clinical partnerships.
ValiDoc connects solo founders to a vetted pool of freelance clinicians for quick, paid micro-validations of AI predictions. Post cases, get blind reviews aggregated into stats, all HIPAA-compliant and auditable. Validate without long-term partnerships in days.
Solo founders developing AI-powered diagnostic tools in healthtech
On-demand micro-tasks with smart matching to clinician expertise, 10x faster than full trials.
friendly
Create validation tasks with your AI predictions and cases.
Auto-match to relevant experts from pool.
Real-time stats from reviews (accuracy, confidence).
Auto-pay clinicians, take platform fee.
Full traceable review chain for compliance.
Validate cohorts in batches.
Browse clinician profiles/ratings.
Notifications on review completion.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| role | text | No |
| is_verified | bool | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| title | text | No |
| budget_per_review | int | No |
| status | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| task_id | uuid | No |
| clinician_id | uuid | No |
| feedback | text | No |
| accuracy_score | int | No |
Relationships:
/api/tasksCreate validation task
/api/tasks/:id/reviewsGet aggregated reviews
/api/clinician/tasksList available tasks for clinicians
/api/reviewsSubmit review
Basic stats
20% platform fee
10% fee
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 60 | 6% | $133 | $1,596 |
| Month 6 | 400 | 9% | $1,332 | $15,984 |
Pay-per-review from verified experts – validate AI diagnostics in days.
Recruit 20 clinicians via MedTwitter/Reddit for free tasks; Launch with 3 founder betas from healthtech Slack groups; Use waitlist for urgency.
Large crowd
No med expertise
Vetted clinicians only
Network effects from growing clinician pool and founder repeat use.
Gig economy boom + remote med reviews post-COVID.
Clinician signup slow
Seed with incentives
Payment disputes
Escrow + ratings
Data privacy breaches
Anon tasks + Supabase HIPAA
Success: 5 onboard
Success: 4.5/5 ratings
Success: 50 tasks
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