Closing the Last-Mile Gap with Gen AI

Date: July 17, 2025

How Manufacturers Can Transform Order Operations Without Replacing Their Systems

You’ve likely invested heavily in your ERP—because accurate operations demand it. The life of most manufacturers depends on ERP systems to track orders and transactions. Business intelligence dashboards offer insight into operations. Document repositories hold POs, invoices, and contracts. But, despite this strong digital backbone, the final mile of customer communication remains slow, manual, and fragmented.

Order processing teams still receive new POs by email daily. Customers follow up for status updates, raise concerns about shipments, or ask for past invoices, all of which land in inboxes, not systems. Teams then open attachments, copy data into ERP systems, search for status manually, and draft replies from scratch.

This gap between structured systems and unstructured human communication is not just an annoyance; it’s a drag on responsiveness, efficiency, and trust, and it inhibits operations from scaling cleanly.

This whitepaper explores a focused solution: a communication and coordination layer that plugs into your existing systems, automates repetitive interactions, and enhances your team’s ability to serve customers faster, more accurately, and with less effort.

We’ll show how leading manufacturers are solving this problem without affecting their tech stack—and how you can, too.

 

Introduction – The Dashboard Gap You Can’t See

On paper, operations look smooth: Orders are tracked > Invoices are logged > Fulfillment workflows run. But, open any order operations inbox, and a very different picture emerges:

  • Dozens of unread emails from distributors asking for order status.
  • PDFs of new purchase orders awaiting manual processing.
  • Follow-ups on invoices that require someone to search and respond manually.
  • Warranty requests buried in long email threads.

These are not fringe scenarios—they are core workflows hiding in plain sight.

The challenge is not that your systems don’t work; it’s that your team is spending precious time bridging the gap between customer inputs and system actions. And every time they do that, they’re doing work that should already be automated.

This slows down order turnaround, delays issue resolution, and directly impacts service-level agreements (SLAs) and customer satisfaction scores (CSAT).

Why This Happens (and Why Most Solutions Don’t Fix It)

The reason this gap exists is structural:

  • ERP systems are built to manage structured data.
  • Customer communication is unstructured, human, and full of ambiguity.
  • Knowledge bases contain helpful documents, but they don’t deliver answers on demand.
  • Analytics reports what’s happened—but not what to do next in real time.

So, even with modern systems in place, real work happens like this:

  • A CSR opens an email.
  • Reads the attached PO.
  • Checks the ERP to confirm line items.
  • Drafts a reply manually.
  • Flags a shipping delay for escalation.

Multiply that by hundreds of interactions a day across teams, and it becomes clear: You don’t need more dashboards, you need help turning unstructured communication into structured action.

The Modern Fix – A Smart Communication Layer

What’s needed isn’t a new ERP or customer portal, it’s a thin, intelligent layer that:

  • Understands incoming messages (e.g., "Is this a new PO?", "Where is my shipment?")
  • Extracts the right data from PDFs, emails, or prior interactions
  • Queries your ERP or CRM behind the scenes
  • Responds automatically or assists your team in doing so

This layer doesn’t change your current systems. It connects to them and makes them usable in real time, by both customers and employees.

Think of it like a smart assistant sitting between your inbox and your backend: reading, interpreting, searching, and drafting the first response—accurately and instantly.

gen ai WISEOne

Click here to download the rest of this whitepaper.

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