“We were drowning in documents-PDFs, emails.” That’s how Lisa, the operations manager at a mid-sized distribution company, described their sales order process.

Every day, her team would open dozens-sometimes hundreds-of emails from customers. Some had PDFs attached, others had order details right in the email body. And every one of those PDFs had to be opened, interpreted manually, and entered into their Acumatica ERP system.

It was a slow, repetitive, error-prone process. Orders took hours to get into the system, mistakes were common, and customer service was taking the heat.

Lisa knew there had to be a better way.

The Turning Point: Automating the Sales Order Process

Lisa reached out to ZingWorks, a company known for building practical automation solutions on top of ERPs like Acumatica. After a few discovery calls, it became clear: the key was OCR (Optical Character Recognition), AI parsing for unstructured emails, and a smart ERP integration strategy.

The Challenge:
Customer POs came in as unstructured PDFs. No two looked the same. Some had tables, others had plain text. Some were scanned documents with skewed lines. Even more challenging-some customers didn’t send PDFs at all, but wrote order details directly in the email body. The team needed a solution that could “read” these PDFs like a human and extract meaningful data.

The ZingWorks Solution: Intelligent OCR + Acumatica Integration

ZingWorks deployed a tailored solution built on three pillars:

1. Intelligent OCR Engine

Instead of a generic OCR tool, ZingWorks integrated a trained OCR engine capable of handling noisy scans, variable layouts, and customer-specific templates. It could identify:

• Customer name and PO number
  
• Order date
  
• Line items (product, quantity, price)
  
• Delivery instructions and terms
  

2. Business Logic Mapping

The OCR output wasn’t just raw text. ZingWorks added a rule-based engine that mapped extracted fields to Acumatica’s Sales Order fields-ensuring data accuracy and compatibility.

3. Seamless Integration with Acumatica

Using Acumatica’s REST APIs, ZingWorks automated the entire flow:

• The system checks a monitored email inbox for incoming orders.
  
• PDFs are extracted and passed through the OCR engine.
  
• Parsed data is validated and logged.
  
• A new Sales Order is created in Acumatica-automatically.
  

The Result? Hours Saved. Errors Eliminated.

What used to take 6-7 hours of manual entry now takes less than 30 minutes. Orders are processed faster, customer response time has improved, and Lisa’s team finally has time to focus on higher-value tasks.

Most importantly, human errors-like entering the wrong SKU or quantity-have dropped by over 90%.

Lisa said it best:
“This isn’t just automation. It’s peace of mind.”

Why This Matters: Built for Scale and Reliability

This solution wasn’t a one-off script. It was built to scale, maintain, and adapt. From handling scanned PDFs to email parsing in English, it’s architected with future growth in mind.

Ready to Automate Your Sales Order Processing?

At ZingWorks, we specialize in building automation solutions that work with your existing ERP-not against it.

This is not just automation—it’s enterprise-grade efficiency, built on robust integrations and intelligent document understanding.

If you’re ready to eliminate manual entry, improve order accuracy, and accelerate your operations, Lets Schedule a call

Get in touch with us to learn how we can tailor an OCR + Acumatica solution for your business.