AI vs Automation for Manufacturers | June 16

February 18, 2026

D365 Business Central: Realistic AI Agent Scenarios for Operations Teams

AI Agents in Manufacturing: What They Could Actually Do in ERP

Exploring where agents might fit inside real manufacturing workflows — from monitoring operations to surfacing actions.

Watch the session + explore the scenarios →

A Practical Look at Where AI Actually Helps in BC Today

There’s a lot of talk about AI and ERP becoming fully automated. In reality, most teams aren’t trying to replace people they’re just trying to make daily work smoother and less repetitive. The good news is: AI can help in smaller, realistic ways without rebuilding Business Central or changing how everyone works.

Here’s where AI agents make sense right now, and where operations teams can see real benefit.

Helping With Backlogs

Most teams have the same friction points:

  • Sales orders waiting for review
  • Purchase orders stuck after partial receipts
  • Records missing required fields
  • Status checks that feel like repetitive “busy work”

AI agents can monitor for these patterns and surface them proactively. Not to fix them automatically just to make them impossible to overlook.

Imagine it as a teammate saying, “Here are the 7 records needing immediate attention. Should I send them to the appropriate person?”

Sending the Right Info to the Right People

Operational issues often escalate because someone didn’t know something changed.

Examples:

  • A delayed delivery
  • A customer exceeding credit limits
  • Vendor lead times slipping
  • Inventory falling below safety stock

AI agents can route these changes automatically to the right roles through Teams or email without someone manually checking reports.

This doesn’t replace process discipline. It supports it.

Daily or Weekly Briefings

Many teams still start the day by:

  • Opening multiple BC pages
  • Running reports
  • Exporting to Excel
  • Manually scanning for issues

An AI agent can prepare a short daily or weekly briefing summarizing:

  • Orders requiring review
  • Stock risks
  • Margin anomalies
  • Delivery concerns
  • Overdue approvals

Instead of searching for problems, teams receive a focused summary of what actually needs attention.

Small Technical Pieces That Make It Work

This tooling doesn’t need to be complicated:

In many cases, it’s about connecting existing tools rather than introducing entirely new systems.

Where Teams Can Start

Don’t pick the hardest process. Start with something that already drains time, such as:

  • Daily report reviews
  • Repetitive follow-ups
  • Cross-department handoffs
  • Status confirmations

If a process involves checking, chasing, or confirming it’s a candidate.

Where Practical AI Delivers Value

AI in Dynamics 365 Business Central isn’t about making the system run itself. It’s about helping teams avoid unnecessary manual steps. If AI can reduce checking, chasing, and confirming that’s a win. That’s where realistic AI adoption begins.

Curious where AI agents could reduce friction in your Business Central environment? Let’s talk through a practical starting point. Contact BCS

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