Unstructured Invoice Intake and Structuring

This is designed for accounts payable teams and the operators who manage day-to-day invoice intake, with AP managers and downstream finance systems benefiting from cleaner, ready-to-use data. It's meant to be used whenever invoices come in through multiple channels and formats, such as PDFs, emails, and scans, especially when volumes spike during busy periods. Without a consistent process, someone has to manually sort and retype each invoice before it can move forward, which slows down payment cycles, invites costly errors, and lets backlogs pile up right when the team can least afford it.

1. Download the Starter Kit file and double-click it to install it in Alteryx.
2. Open Alteryx Designer and find the workflow under Help, Sample Workflows, Starter Kits.
3. Run the workflow so it pulls in invoices from every channel and format, such as PDFs, emails, and scans, and routes them into one central intake process.
4. The workflow automatically turns that unstructured content into structured data, keeps up automatically when invoice volume spikes, and flags classification errors as they come in.
5. Review the outputs along with the cycle time, error rate, and throughput figures the workflow tracks.
6. Export the structured results and, if you want extra analysis, feed them into your preferred AI or LLM tool using the included guidance.
7. Adjust the workflow steps to match your own data sources and business rules.

• Structured, AP-ready invoice records in place of scattered PDFs, emails, and scans.
• One centralized stream of invoices, so nothing is lost or handled outside the normal process.
• Steady intake processing even when invoice volume spikes.
• Invoice classification errors caught early, before they cause problems further downstream.
• Ongoing visibility into cycle time, error rate, and throughput.

• Runs in Alteryx Designer; desktop only, not available in a browser or cloud version.
• Delivered as a .yxi package file; double-click the file to install it.
• The optional AI commentary step requires your own separate AI or LLM tool; none is bundled with the kit.

• Covers invoice intake and structuring only; it doesn't handle invoice matching, tax validation, or posting, which are separate starter kits.
• The workflow automatically handles routing, conversion, scaling, and error flagging, but a person still needs to review flagged classification errors and confirm they're resolved correctly.
• You'll need to adapt the input sources and business rules to your own AP setup before relying on it in production.
• The AI commentary step is guidance only; someone still has to review and approve any AI-generated output before it's used.
• This is a starting point meant to be customized, not a finished, one-size-fits-all solution.