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.
Overview
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.
Objectives
- Reduce PO processing time by 75%
- Cut data entry errors to under 2%
- Capture early-payment discounts currently being missed
- Integrate with existing ERP without disruption
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.
Our Approach
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.
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.
Results & Impact
Key Learnings
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.
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