"Businesses lose time and money to invoice errors that go unnoticed until it's too late. I built ..."Businesses lose time and money to invoice errors that go unnoticed until it's too late. I built ...
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
"Businesses lose time and money to invoice errors that go unnoticed until it's too late. I built an automated pipeline that extracts invoice data, cross-checks it against vendor history, and flags anomalies with clear AI-generated reasoning — all visualized in a real-time dashboard. Stack: LangChain, Groq, n8n, FastAPI, Next.js."
Eric's avatar
Cross-checking each invoice against vendor history is the useful part here. I'd show the original invoice field beside the flagged value, so a reviewer can tell whether it's a real mismatch or a bad extraction.
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