Dev6 min reading time
The Form Looks Right. The Data Contract Is Wrong
Unite.AI
Read the full articleAI-generated forms can appear correct visually but often fail to meet the data format and naming expectations of receiving systems, causing integration errors. The mismatch arises because AI infers plausible layouts and field names that may not align with backend contracts like JSON Schema or OpenAPI specifications.




