The Problem: A Workflow Built for a Different Era

When a mid-size manufacturer came to us, their sales order process looked like this: a customer sends a purchase order by email, a sales rep manually enters it into the ERP, a manager approves it via email, the warehouse is notified by another email, and the customer gets a confirmation  eventually.

Every step was manual. Every handoff was a delay. And every delay was a cost the business was quietly absorbing without realising it.

After mapping their process using our AI Lean Value Stream Mapping (VSM) methodology, we identified three categories of activity:

• Human-AI Core Activities - customer relationship management and exception handling, which genuinely needed a human.
• AI-Augmented Activities - order entry, status updates, and internal notifications, which could be dramatically accelerated with AI assistance.
• AI-Eliminated Activities - manual data re-entry, email chasing, and duplicate approval steps, which could be removed entirely.

The Solution: A Microsoft Copilot Agent + Power Automate Workflow

We deployed a Microsoft Copilot Agent connected to Power Automate and the client's ERP system. Here is what it does now:

• Reads incoming purchase order emails and extracts order data automatically using AI-powered document processing.
• Validates the order against inventory and pricing rules flagging exceptions for human review only when needed.
• Routes approved orders directly into the ERP without manual entry.
• Triggers warehouse notifications and customer confirmations automatically upon approval.
• Sends a daily exception summary to the ops manager a single email instead of twenty.

The Outcome

Within the first month of deployment, the results were clear:

• Order processing time dropped by over 60%.
• The sales team reclaimed an average of 2 hours per day previously spent on data entry and follow-up emails.
• Error rates in order entry fell to near zero.
• Customer confirmation times went from same-day to within the hour.

What This Means for Your Business

This was not a multi-year digital transformation. It was a targeted, precise intervention identifying exactly where AI could eliminate waste and deploying an agent to do exactly that. No bloated software packages. No lengthy change management programmes. Just a trimmed, efficient workflow that works.

If your operations team is still manually processing orders, approvals, or notifications, the odds are high that an AI agent can eliminate a significant portion of that work within weeks — not months.

We are happy to show you exactly where. Schedule a 30-minute call with our team.