Document AI Exception Handling for Invoices and Identity ChecksDocument AI Exception Handling for Invoices and Identity Checks
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Kapil's avatar
Kapil Chauhan
• 13h
At Procys, I design the exception path alongside document extraction.
Invoices and identity documents arrive in different layouts. OCR and LLM reasoning produce candidate fields. Deterministic checks validate headers, line items, and tax values. When confidence or record comparisons leave a field uncertain, the workflow sends it to a reviewer with the source context.
A good document AI system should make uncertainty visible before data moves into business systems.
Case study: https://contra.com/p/WLQOOYP3-procys-or-production-document-ai-and-identity-verification
If your team processes invoices or identity documents, which exceptions still take the most manual time?
ocraidocumentprocessingAI Engineer
Moch Virgiawan's avatar
Moch Virgiawan Caesar Ridollohi
• 12h
edge cases are where doc AI earns trust, love that you design for them 👌
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started