Contra - A professional network for the jobs and skills of the futureA recent client had a particular issue where a VAT ID wasn't properly saved in their ERP system. ...
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
A blank invoice field should stay blank until there's evidence to fill it.
At Procys, I work on document extraction that combines OCR, LLM layout reasoning, deterministic validation and exception review.
A test I'd use is an otherwise readable invoice with its tax amount removed. Does the workflow preserve 'not found' and route it for review, or silently insert 0.00 because the next system expects a number?
I want reviewers to see the source and the uncertainty before that record moves downstream.
Multi-module EdTech SaaS for admissions, fees, HR/payroll, results and parent communication, used by real schools. Technical Lead; built the admissions portal and the full payroll module from schema to UI