Real Quote-to-Cash workflows - invoice parsing, invoice generation, payment reconciliation, dispute management, and full AR systems - with the actual before, after, stack, and results.

AI agents fetch PDFs and images straight from Gmail and Drive, extract every field with OCR + LLM parsing, and write clean structured data to Sheets - without anyone touching an inbox.

Orders and estimates turn into invoices automatically - no one manually finds a price, retypes a line item, or opens QuickBooks to create a bill.

Webhooks catch every payment the moment it lands and match it back to the right invoice - no one logs into Stripe or PayPal to check what's been paid.

When a bill is wrong - overbilled, underbilled, or disputed - an AI agent reads the time entries, compares them to the invoice, and fixes it in Xero automatically, with a Slack alert either way.

From invoice creation through multi-stage approval, payment batching, and proof-of-payment delivery - a full accounts receivable system running without a single manual touch.

New Shopify orders create fulfillment tasks automatically, new products sync from a spreadsheet into the store, and status updates notify the team and customer the moment work is done.
A scheduled n8n pipeline pulls source data, chunks and embeds it with OpenAI, and keeps a Pinecone vector index current - the retrieval layer behind an AI agent that can actually answer questions on real data.
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