AI generates custom API wrappers for proptech to legacy RE systems automatically.
Proptech SaaS companies can't easily scale to enterprise real estate teams because clients require custom APIs for legacy system integrations that exhaust developer resources.
Upload your SaaS schema and legacy API docs; AI analyzes and generates deployable API wrappers with mappings, transforms, and error handling. Host securely, monitor performance. Proptech teams close enterprise deals 10x faster without manual coding.
Founders and CTOs of proptech SaaS companies targeting enterprise real estate teams
RE-tuned LLMs for schema matching and proptech data compliance (e.g., lease fields, tenant PII).
friendly
Uploads schemas/docs, auto-generates mappings
Produces full API code + deploy
Validates RE data privacy/standards
Iterate with chat-based refinements
Scalable serverless deployment
AI-optimized query suggestions
Download generated code for self-host
Save/share successful wrappers
Switch between GPT/Claude/Groq
Generate multiple endpoints
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| source_schema | jsonb | No |
| target_docs | text | No |
| generated_code | text | No |
| endpoint_url | text | Yes |
| status | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| wrapper_id | uuid | No |
| prompt | text | No |
| ai_response | jsonb | No |
| timestamp | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| wrapper_id | uuid | No |
| metrics | jsonb | Yes |
| timestamp | timestamp | No |
Relationships:
/api/wrappersGenerate new wrapper
/api/wrappers/:idGet wrapper details
/api/wrappers/:id/regenerateAI refine wrapper
/api/wrappers/:id/deployDeploy wrapper
/api/wrappers/[...proxy]Invoke deployed wrapper
100 calls/mo
10k calls/mo
Unlimited
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 60 | 7% | $125 | $1,500 |
| Month 6 | 280 | 11% | $950 | $11,400 |
Upload schemas, get hosted APIs instantly. No code, no hassle.
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General code gen
No hosting/deployment, not RE tuned
End-to-end with proptech focus
Code editing
Manual process, no SaaS product
Full productized workflow
Fine-tuned models on RE data; data flywheel from generations.
LLMs advanced enough for reliable code gen; proptech AI hype.
AI hallucinations in code
Prompt engineering + human review step
High LLM costs
Cache generations, usage tiers
Generated code IP issues
Terms + open source base
Success: 80% success rate
Success: 7 usable wrappers
Success: 30% repeat users
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