The challenge
CloudIX's finance team was manually keying data from invoices and receipts into their accounting system, a slow, error-prone process that didn't scale as document volume grew. They needed automation, but with financial data on the line, they couldn't accept a black box they had no way to verify.
What we built
We built an extraction pipeline using OpenAI's vision models to read invoices and receipts in varied formats, backed by a Python service on AWS Lambda for serverless, cost-efficient scaling. Critically, we added a human-in-the-loop React dashboard so any extraction below a confidence threshold gets flagged for quick manual review instead of silently entering bad data into the books.
That review layer was the difference between a demo and a system finance actually trusted enough to rely on daily.
What they said
“Their AI integration expertise saved us months of R&D. They didn't just build, they advised. Invaluable.”
Lisa Rodriguez
Head of Product, Innovate
Client
CloudIX
Industry
Fintech
Timeline
Tech stack
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