AI-Powered Contract & PO Automation for Manufacturing
A 150-employee industrial parts manufacturer was drowning in paperwork. Their procurement team spent 60% of their time manually processing contracts and purchase orders, leading to delays, errors, and missed early-payment discounts. We automated their document workflow with AI, freeing their team to focus on vendor relationships instead of data entry.
Faster Processing
Error Rate (was 12%)
Captured Discounts
Time Saved
The Challenge
Mid-sized manufacturers often run lean operations where the same people handle purchasing, vendor management, and contract administration. This client's manual process for reviewing contracts and creating POs took 3-4 days per order cycle and resulted in a 12% error rate that caused production delays and strained supplier relationships.
The Solution
We deployed an AI-powered document processing system that extracts key terms from contracts, auto-generates purchase orders, validates pricing against agreements, and flags exceptions for human review. The system integrates with their existing ERP and reduces the order cycle from days to hours.
How We Did It
Document Intelligence
Trained AI models to extract key terms, pricing, and conditions from their varied contract formats — including handwritten notes and legacy documents.
ERP Integration
Built seamless connectors to their existing ERP system, automatically populating POs and validating against master data without manual re-entry.
Exception Handling
Created smart routing for edge cases, ensuring humans review what matters while routine orders flow through automatically.
"We went from drowning in paperwork to having a system that tells us exactly what needs attention. The ROI was obvious within the first month."— VP of Operations
What We Learned
Messy Data Is Normal
Real manufacturing documents are messy — handwritten changes, faxed copies, inconsistent formats. Our AI was trained on their actual documents, not clean samples.
Trust Through Transparency
Showing the procurement team exactly why the AI made each decision built confidence. They went from skeptical to enthusiastic within the first month.
Built With
Ready to Achieve Similar Results?
Every engagement starts with an honest conversation about whether AI is right for your situation.