AI in retail: What works on the floor and back room with Dynamics 365

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Retailers don’t ask for “AI.” What they ask for are faster lines, reliable promises, and seamless shopping experiences that keep customers coming back. Today, AI in retail is reshaping everything from the sales floor to the stockroom. It’s powering personalization, frictionless checkout, smarter forecasting, and margin protection. All of which translate into measurable business gains. 

And at the heart of this transformation is Microsoft Dynamics 365; where intelligence meets retail reality. With Microsoft Copilot built right into workflows, Dynamics 365 connects every corner of the business, making AI powerful and practical. And with a trusted partner, retailers can turn AI experiments into real, scalable impact across markets. 

Make every store visit personal 

AI in retail is transforming the front of the store, from personalized clienteling to frictionless checkout and dynamic, real-time pricing. Here’s a closer look at how each of these innovations is reshaping the retail experience.   

Clienteling that feels natural: Picture a store associate who remembers what you like, what you bought last time, and what’s back in stock, without needing to ask. That’s not intuition; it’s AI-powered clienteling in action. With Dynamics 365 Store Commerce, associates get a complete view of the customer preferences, history, loyalty tier - all through a simple handheld POS. They can see live inventory across locations and get smart “next best action” suggestions, like: 

  • Offer curbside pickup or ship-to-home? 
  • Add a care kit or matching accessory? 

It’s the kind of experience that feels effortless to the shopper but is powered by intelligence in the background.  

Checkout without the wait: AI in retail is cutting friction at checkout from every angle: 

  • Vision-based lanes to shrink queues. 
  • Smart anomaly detection so staff only step in when needed. 
  • Mobile checkout that goes to the customer, not the other way around. 
  • Policy-aware returns that handle routine cases automatically. 

The result? A shift from “please wait in line” to “you’re good to go.” 

Pricing & promotions that make sense (in the moment): Retailers finally have the power to match offers to reality. Digital signage and mobile prompts update instantly, adapting to local events, shopper behavior, and inventory levels. 

That matters because while 75% of consumers want retailers to anticipate their needs but for many brands, meeting customer demands is the biggest challenge. That’s where AI closes the gap, turning data into action and intent into loyalty. 

Behind the scenes: AI in retail operations 

Great in-store experiences only happen when the back office runs like clockwork. AI is quietly redefining how retailers plan, stock, and deliver. 

Smarter forecasting: Models now blend sales, weather, and local trends to adjust predictions daily, so shelves stay full and waste stays low. 

Automated replenishment: AI proposes transfers or purchase orders before problems arise, reducing rush shipping and improving reliability. 

Adaptive labor scheduling: Staffing aligns with foot traffic, not outdated routines. Teams are deployed where and when they’re needed most. 

Loss prevention & returns: Vision models and classifiers spot anomalies, identify return paths (resell, refurbish, recycle), and protect margins where it counts. 

Why Dynamics 365 makes it all click 

The retail floor is complex, but Dynamics 365 Commerce simplifies it by bringing together POS, endless aisle, clienteling, and order capture in one place. Every transaction, recommendation, and decision flows through the same unified data backbone, supported by Copilot insights that work in real time. 

Certified payment integrations, like Adyen, ensure flexibility and compliance across markets, while store associates get one seamless platform that adapts to them, not the other way around. 

Intelligence that runs deep 

On the back end, Dynamics 365 Supply Chain Management and Intelligent Order Management bring Copilot intelligence into planning, warehousing, and fulfillment. Together, they orchestrate orders from store to warehouse to 3PL — all driven by policy-aware AI that optimizes cost and speed. 

The magic lies in the data foundation. Microsoft Fabric and Dataverse provide a unified layer for analytics and model training, while Azure Machine Learning keeps models governed and consistent. It’s a setup where intelligence isn’t an add-on — it’s part of how the system naturally runs. 

The real payoff 

With AI in retail and Dynamics 365, brands are already seeing tangible results: higher conversions, better forecasts, leaner operations, and happier customers. The difference isn’t just technological; it’s operational. When AI is built into the same platform that captures sales, books inventory, and triggers fulfillment, it eliminates brittle handoffs and human lag. Everything just flows. 

That’s the beauty of Microsoft’s approach; AI is native, not layered on top. Every transaction becomes a learning moment; every dataset a smarter insight for the next customer interaction. 

How Visionet makes a difference 

Technology on its own doesn’t guarantee results; execution does. Visionet helps retailers turn potential into performance, connecting AI’s “what” to retail’s “how.” 

Through years of Microsoft partnership, Visionet has developed AI programs that work in the real world. A global retailer improved engagement by 15%, increased sales by 10%, and reduced campaign creation time by 17% using Visionet’s Azure AI Studio–powered personalization engine.  

One of our clients: a leading footwear and apparel brand, now uses AI-driven ERP built on Dynamics 365, o9 Solutions, and PartnerLinQ to integrate insights across finance and supply chain. And a specialty mattress chain uses Visionet-built forecasting models on Google Cloud, feeding insights directly into Dynamics 365 IOM to synchronize demand and fulfillment. 

These aren’t pilots, they’re production systems creating measurable results. 

The bottom line 

When AI is woven into the everyday rhythm of retail, from the shop floor to the supply chain, the results speak for themselves: smoother operations, happier customers, and stronger margins. 

Microsoft Dynamics 365 provides the unified retail foundation. Visionet brings the know-how to make it real — transforming AI initiatives into sustained business impact. Together, they’re helping retailers move from ambition to action, turning every transaction, decision, and moment into an opportunity to lead. 
 

Ali Asad Akhtar

Ali Asad Akhtar, Senior Consultant for Enterprise Applications, Visionet

He specializes in Microsoft Dynamics 365 Commerce, Retail, Supply Chain, and Business Central. With over nine years of experience in Microsoft Dynamics 365 implementations, Ali has led multiple end-to-end projects across the US, Canada, the UK, the Middle East, and Asia. A Microsoft-certified professional, he is recognized for delivering customer-centric solutions, simplifying complex business scenarios into effective processes, and optimizing operations as a lead functional and solutions consultant.

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