How to improve supply chain data for better AI insights in Dynamics 365 Business Central

The challenge of unstructured supply chain data in Dynamics 365 Business Central

While many organizations have migrated to modern cloud ERP solutions, they still struggle with fragmented or unstructured supply chain data. These challenges can undermine reporting accuracy, delay decision-making, and limit the value of AI and predictive analytics. Common issues include:

• Manual freight and duty entry: Costs added manually often arrive late, contain errors, or fail to reflect true landed cost.
• Undetected cost variances: Teams may not realize discrepancies exist until the month-end close, creating financial blind spots.
• Minimal shipment visibility: Logistics, procurement, and finance teams often operate with different spreadsheets, making it difficult to track containers, ETAs, and delays.

These issues create a ripple effect throughout the organization. When foundational data is unorganized, AI tools like Copilot and reporting platforms like Power BI cannot generate meaningful insights. This leads to slower responses to disruptions, increased costs, and reduced operational efficiency.

How AI and cloud ERP improve supply chain performance

When your data is structured, validated, and connected across systems, the benefits compound. AI tools, including Microsoft Copilot, empower supply chain stakeholders to ask natural-language questions and get actionable insights in seconds. For example:

• “What’s our average landed cost by product category over the past six months?”
• “Which containers are currently in transit and flagged as high risk for delay?”
• “Which vendors have the highest variance between expected and actual freight costs?”

Questions like these are only useful if the ERP data behind them is complete and organized. Copilot, Business Central, and Power BI rely on accurate structures—categorization, allocation rules, shipment details, and audit-ready financial data. Without this foundation, AI cannot deliver precise answers or predictive insights.

This is where Rand Group’s suite of supply chain solutions strengthens Business Central’s capabilities, ensuring your data is clean, categorized, and ready for advanced analytics.

Improving landed cost accuracy in Dynamics 365 Business Central for better AI insights

Accurate landed cost is critical for pricing decisions, product profitability, vendor performance analysis, and demand forecasting. Rand Group’s Landed Cost Validator app enhances cost accuracy and improves financial visibility in Business Central through automation and validation features, including:

• Automatic cost allocation: Freight, duty, brokerage fees, and other landed costs are allocated across purchase order items using rules tailored to your supply chain.
• Vendor invoice validation: The system compares billed charges to expected costs, helping teams identify discrepancies long before month-end close.
• Comprehensive audit trail: A full record of adjustments and variances improves transparency and strengthens internal controls.
• Clean data for AI and reporting: Organized landed cost data feeds directly into Power BI dashboards, Business Central analytics, and Copilot for more reliable decision-making.

With this solution in place, organizations gain consistent cost accuracy, improved margin control, and greater confidence in their supply chain data. It also reduces reliance on spreadsheets and manual reconciliation, freeing teams to focus on higher-value tasks.

Enhancing inbound container visibility in Dynamics 365 Business Central

Real-time visibility into inbound containers is essential for inventory planning, warehouse operations, cash flow management, and customer commitments. Rand Group’s Inbound Container Handling app gives logistics teams a unified, complete view of all container-level activity. Capabilities include:

• End-to-end tracking: Capture vessel names, container numbers, estimated arrival times, ports, and shipment statuses.
• Centralized visibility: Consolidate container data into a single view, eliminating multiple spreadsheets and communication gaps.
• Faster response to changes: Teams can proactively manage delays or disruptions, improving customer service and purchasing coordination.
• Data integration across systems: Shipment details feed into planning tools, Power BI dashboards, and Microsoft Copilot prompts.

With better visibility, organizations can reduce receiving errors, plan labor more efficiently, and improve communication across procurement, finance, and logistics teams. Integrated container data also supports more accurate demand planning and reduces stockouts or overstock scenarios.

Strengthening supply chain visibility with connected Dynamics 365 Business Central apps

To achieve truly predictive, AI-enhanced operations, supply chain data must be connected—not scattered across systems or departments. Rand Group’s Supply Chain Accelerator brings together cost, shipment, categorization, and tracking data into an integrated solution that enhances Business Central’s native capabilities. This accelerator delivers:

• Unified data across supply chain functions: Combine freight, landed cost, vendor invoice validation, shipment tracking, and product categorization into a single data model.
• Improved collaboration: Procurement, finance, warehouse teams, and leadership all work from the same trusted information.
• Reduced manual processing: Automated cost allocation and container tracking minimize errors and save time.
• AI-ready data structures: Power BI and Microsoft Copilot leverage this connected data to deliver predictive insights, recommendations, and proactive alerts.

With cohesive, structured data, organizations gain the agility needed to operate in a dynamic supply chain environment. The result is stronger forecasting, lower risk, and more reliable performance across the entire value chain.

Why accurate data determines AI success in supply chain operations

Data alone is not enough. Cloud ERP systems like Business Central make information accessible, AI tools like Copilot make it actionable, and Rand Group’s supply chain enhancements make it accurate, complete, and trustworthy. When these components work together, organizations can achieve:

• Smarter inventory planning and demand forecasting
• More accurate margin analysis and vendor performance insights
• Improved financial accuracy and faster month-end close
• Proactive mitigation of supply chain disruptions
• Reduced reliance on spreadsheets and manual processes

Whether your priority is scaling operations, reducing logistics costs, improving inventory accuracy, or unlocking the full value of Microsoft Copilot, structured and connected data is the foundation. Without it, AI recommendations remain limited. With it, your organization can create a truly data-driven supply chain that responds faster, predicts better, and empowers your teams with trusted insights.

Next steps

Ready to unlock the true power of AI and data-driven insights in your supply chain? Rand Group can help you evaluate your current supply chain data and processes, implement or optimize Dynamics 365 Business Central for stronger operational performance, and integrate advanced solutions for landed cost accuracy, container tracking, and AI-ready data structures. Our team also supports improved reporting and analytics using Power BI and Microsoft Copilot, ensuring your organization is equipped with the insights needed for faster, more confident decision-making.

Contact Rand Group today to schedule a consultation and discover how intelligent, connected supply chain technology can transform your operations. For more information about Dynamics 365 Business Central’s capabilities, visit our Business Central Capabilities page or explore our latest Business Central insights.