FintechAI agent
Ledgerly
An AI bookkeeping assistant that reads receipts and reconciles accounts for small businesses.
Challenge
Small business owners spent every Sunday matching receipts to bank lines. Existing tools were built for accountants, not owners.
Solution
An AI agent that reads receipts from WhatsApp and email, matches them to transactions and asks for help only when it is unsure. Month-end close dropped from days to an hour.
Technology
PythonClaude APIPostgresWhatsApp API
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