Intelligent freight document automation
Problem
Processing freight documents, such as bills of lading, rate confirmations, and carrier invoices, requires manually extracting data from each document and cross-referencing it against purchase orders, receipts, and invoices to confirm everything aligns. Errors or mismatches at any stage can delay payments, create inventory discrepancies, and take significant time to reconcile.
Solution
A Nextworld application that automatically extracts data from incoming freight documents and matches it across purchase order, receiving, and payables workflows. This enables three-way matching without manual data entry. Reviewers confirm extracted values and approve each record before it's committed. Instead of manually transcribing documents from scratch, they're reviewing a pre-populated draft.
At a glance
Vertical
Manufacturing
Distribution
Retail & Sales
Logistics
Used By
Supply Chain
Procurement
Operations
Finance
Building Blocks
Webhooks
AI Models & Prompts
Logic Blocks
Human-in-the-Loop
Custom Application
Building Blocks
This solution was built using these Nextworld features
Webhooks
Pull incoming freight documents into the workflow, landing them in a staging table where they're queued for processing.
AI Models & Prompts
A vision-language model extracts key fields from each document regardless of layout or format.
Logic Blocks
Validate extracted data against existing platform records and surface discrepancies, such as duplicate invoice numbers or quantity mismatches, before anything is committed.
Human-in-the-Loop
The reviewer sees the source document alongside the draft record, confirms the extracted values, and approves it for commitment. Once approved, downstream actions trigger automatically. The purchase order status updates to Received, payables are created, and the full procurement cycle is reflected in the system.
Custom Application
A custom-built Bill of Lading App captures receipt of goods and transitions the purchase order to Received status upon reviewer confirmation. Next, the Payables Intelligent Document Processing App handles supplier invoice extraction and creates a draft payable linked to the received purchase order, supporting both PO-backed and non-PO-backed invoices. Finally, the Supplier Invoices App tracks the approved invoice through any remaining approval or posting steps.