How we solve it —
in the actual data.
No prose walls. Every post pairs the problem with the exact numbers, checks and comparisons that decide how a document moves through the pipeline.
Extraction4 min read
Why two AI models beat one on messy invoices
A single OCR model guesses. Two models that have to agree with each other catch what the other one missed — see the field-by-field consensus that decides what gets auto-approved.
99.1%
consensus confidence
Validation3 min read
The hidden cost of manual GST reconciliation
Every invoice has arithmetic that either checks out or doesn't. Here's how we verify subtotal, tax and total against each other before a document ever reaches a human.
18x
faster reconciliation