We are a thirty-person wholesale distribution business with a small operations team overwhelmed by raw purchase orders in various formats. What is the single best first AI pilot we can launch this month to prove the technology works without risking our customer relationships?

Question

Tyler Smith · Accepted Answer

The single best first pilot is automated order entry parsing. Your operations team likely spends hours opening emails, downloading PDF purchase orders, and manually typing details into your accounting or ERP system. This is a low-risk, high-return process to automate.

To execute this pilot, use an off-the-shelf document processing AI tool. Do not build custom software. Set up a workflow where the AI reads incoming purchase order PDFs and extracts the customer name, item numbers, quantities, and delivery dates into a simple spreadsheet.

Crucially, keep a human in the loop. Do not allow the AI to push data directly into your ERP without verification. Have your customer service seat review the spreadsheet against the original PDF for five minutes before importing the data. This human check eliminates the risk of incorrect shipments while still cutting the processing time by seventy percent.

This pilot proves the value of AI to your team because it immediately removes administrative friction from their daily work. It demonstrates that AI is not a threat to their jobs, but a tool that frees them up to focus on higher-value client relationships. Once this pilot is successful, you can document the process and expand AI to other areas of the business.