Glacis Report

AI For Purchase Order Confirmation

How Agentic AI turns unstructured supplier communication into structured ERP data, without changing how anyone works.

PO Confirmation - Glacis, Inc.
Philipp Gutheim

Philipp Gutheim

Founder & CEO, Glacis, Inc. · March 2026 · 8 min read

The Case for PO Confirmation AI Agent

Despite having best-of-breed software systems (ERP, MRP, planning tools), most manufacturers hit the same wall when it comes to the messy reality of communicating and collaborating with suppliers. The most common options in the industry are:

  1. EDI, which is often reserved for strategic partners because it is costly and time-consuming to implement and maintain.
  2. Supplier portals, which have historically underperformed and suffer from low adoption.

The most frequent channel to manage PO confirmations and collaborate on promised dates and other escalations remains email. These come in all shapes and forms, from text bodies to PDFs to Excel attachments and everything in between. The downstream cost of this reality shows up in three places:

  1. Significant human capital expense to manage a manual process. Teams spend their days communicating with suppliers, validating information, and manually transferring information into the ERP.
  2. Missed signals for material planners. Critical supplier updates and exceptions are trapped in unstructured emails. The MRP shows outdated information and planners may work with wrong promised dates, incorrect quantities and wrong SKUs. Without timely signals, planners cannot take corrective action proactively.
  3. Significant costs from reactive firefighting. Companies rely on suppliers to confirm and commit to the originally requested promised dates. When a supplier does not respond, or when changes to promised dates go undetected, it can get costly quickly. Emergency expedites to cover the shortfall. Inflated safety stock tying up working capital. And "golden screw" scenarios where a single missing part halts an entire production line.

Companies now have a new option: Agentic AI can close this gap without requiring suppliers or internal teams to change anything they do today. No new portal. No new workflow. No large IT projects to push EDI across the entire supplier base.

AI Agents work inside the email channels that buyer teams already use to communicate with suppliers. It understands the unstructured information stuck in emails, can run validations against master data, and can hold a natural conversation with a supplier to confirm a promised date or request an update, all while keeping ERPs up to date.

This report covers why EDI and portal adoption stalls in practice, what running this process manually actually costs, and how an AI Agent turns unstructured supplier communication into structured ERP data.

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