Marketplace of shared, customizable underwriting models for bootstrapped insurtechs.
Small insurtech teams cannot scale custom underwriting models demanded by enterprise insurance clients without VC funding.
RiskShareHub connects small teams to a community library of pre-vetted underwriting models for lines like auto, health, and cyber, which they can fork, tweak, and scale instantly. Monetize contributions while accessing enterprise-grade models at fraction of build cost. Enterprise clients get consistent, auditable models without vendor lock-in.
Small insurtech teams without VC funding targeting enterprise insurance clients
Curated marketplace with revenue share for contributors, focused exclusively on insurtech use cases with built-in versioning and forking.
supportive
Browse/search 100+ shared underwriting models by line/accuracy.
Instantly fork models and edit parameters without code.
Serverless endpoints for forked models with usage tracking.
Upload models, set revenue share (e.g. 20% of user fees).
Version history and change logs for compliance.
Community reviews and performance benchmarks.
Test model APIs in-browser.
Upload datasets for community benchmarking.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| role | text | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| owner_id | uuid | No |
| name | text | No |
| config | text | No |
| is_public | bool | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| original_model_id | uuid | No |
| user_id | uuid | No |
| custom_config | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| fork_id | uuid | No |
| count | int | No |
| revenue_share | numeric | No |
Relationships:
/api/marketplaceList public models
/api/models/:id/forkFork model
/api/forks/:id/inferenceRun inference on fork
/api/contributionsUpload model
/api/payoutsView earnings
No contrib
10% rev share
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 25 | 8% | $40 | $480 |
| Month 6 | 200 | 12% | $480 | $5,760 |
Fork enterprise-grade models, customize, scale – earn from contributions.
Seed with 10 open-source models from personal network; email 50 insurtechs from Crunchbase under 10 employees; run LinkedIn ads targeting 'insurtech underwriting' keywords.
Scale
Generic, no insurance focus
Insurtech-only, revenue share for small teams
ML community
Not underwriting specific
Curated insurance + monetization
Network effects from contributor revenue share, growing exclusive model library.
Open-source ML boom + insurtech consolidation creates demand for affordable shared IP.
Low contributor adoption
Seed with 50 models pre-launch
IP disputes on shared models
Terms + licensing
Payout complexity
Stripe Connect
Success: 80% want sharing
Success: 10 forks
Success: $100 rev share
Success: 50 active
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