AI Data Pipeline Schema Builder
Design robust JSON Schemas and deterministic prompts for enterprise data extraction workflows.
How this builder works
1. The Problem: You have messy data trapped in PDFs, emails, or receipts, and you need to turn it into clean, structured records for your database.
2. The Solution: Use the visual builder below to map out the exact data fields you want. The tool writes the strict JSON rules and the AI prompt for you.
3. The Result: Export your prompt and schema, and plug them into your code. The AI will be forced to follow your rules, ensuring no bad data ever hits your backend.
INVOICE #9982
Total: $1,450.00
Due Net 30
Vendor: Acme Corp
AI
"invoice_number":"9982"
"total_amount":1450.00
"vendor_name":"Acme Corp"
Schema Builder
Array Items Type4 FIELDS
Generating artifacts...Field guide
Operating notes for this tool
When to run it, how to read the output, and the common failures you can fix in 30 seconds.