Dynamics 365 Operations Analytics That Drive Production Decisions

Get real-time visibility into production performance, equipment efficiency, and shop floor operations. Pre-built dashboards designed for manufacturing leaders running D365 F&O.

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Connect D365 Production Data

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Transform into Analytics Models

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Deploy Operations Dashboards

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Monitor Performance in Real Time

Operational Blind Spots in Standard Dynamics 365 Reporting

Plant managers need real-time OEE by production line. Maintenance teams want equipment downtime patterns. Operations directors require throughput comparisons across facilities. Each request means pulling data from production orders, routings, and shop floor transactions that don’t connect easily in standard reports.

Native ERP reporting shows completed transactions but lacks the analytical depth manufacturing leaders need. Building custom solutions means mapping complex production data structures and maintaining pipelines that have nothing to do with making products. The people who should be improving operations spend their time chasing reports instead.

How Metrixs Delivers Operations Analytics at Scale

Metrixs separates Dynamics 365 operations analytics from live ERP processing to prevent reporting workloads from impacting production execution. This approach ensures stable performance while enabling scalable Dynamics 365 analytics across manufacturing and operations teams.

Connect Production Data to a Purpose-Built Warehouse

Metrixs extracts production orders, routings, BOM consumption, and resource utilization from D365 F&O into a dedicated Azure warehouse. The transformation layer handles multi-site structures, work center hierarchies, and operation sequencing automatically.

Access Pre-Built Reports for Every Operations Function

The platform includes dashboards for production performance, equipment efficiency, downtime analysis, and capacity utilization. Each report is organized by role so plant managers and corporate operations find relevant metrics without custom development.

Get Near Real-Time Visibility or Nightly Refresh

Choose 15-minute latency for shift-level monitoring or nightly refresh for weekly reviews. Both options deliver validated data through Power BI with drill-through from consolidated metrics to individual production orders.

What Changed for Production and Operations Teams

Hello, I’m Somitra Jain, and I worked as an Architect on ERP Data Analytics project for a mutual client. Veratas played a crucial role in helping us streamline our data analytics processes, ensuring accuracy, efficiency, and meaningful insights. As a specialized data analytics firm, Veratas brings deep expertise in Microsoft Dynamics 365 ERP, data warehousing, and advanced reporting solutions. Their team helped us seamlessly integrate complex datasets, automate reporting, and improve decision-making across multiple functions. 

Their professionalism, responsiveness, and deep understanding of D365 analytics made collaboration seamless. Thanks to Veratas, we enhanced our reporting capabilities and drove better business outcomes. I highly recommend them for any organization looking to optimize data analytics and ERP reporting.

Frequently Asked Questions

Output quantities, cycle times, equipment uptime, scrap rates, and labor utilization update throughout the shift. Supervisors see exceptions like unplanned stoppages or quality holds as they happen, not in next-day reports.

OEE follows consistent availability, performance, and quality formulas using data from production orders and shop floor transactions. Every plant calculates efficiency the same way, so corporate can compare performance without reconciling different methods.

Yes. Downtime events are captured by reason code, equipment, shift, and duration. Patterns surface over weeks and months, showing which machines fail most often and which issues drive the most lost production time.

The platform consolidates production data from all sites into executive dashboards. Leadership sees output, efficiency, and quality metrics across every facility with drill-through to plant-level and line-level detail when needed.

Yes. Production completions are compared against resource capacity and scheduling data. Operations teams see utilization rates, on-time completion percentages, and capacity gaps without manual calculations.

Dashboards break down to work center, production line, resource group, and individual operation. Supervisors identify underperforming equipment and trace issues back to specific production orders.

The platform reveals which equipment, shifts, and reason codes contribute most to lost production time. Maintenance teams use this data to schedule preventive work before failures occur.

Baseline metrics are established before changes, and dashboards track performance against those baselines automatically. Leadership sees whether throughput, quality, or efficiency improved within days of implementation.

Ready to See Your Production Data Clearly?

Schedule a demo to see how Metrixs delivers the visibility your operations team needs. Our team will walk through the platform using scenarios relevant to your manufacturing environment.