Warehouse directives, work templates, and MRP parameters in Dynamics 365 F&SCM are remarkably sensitive, especially if you make changes that don’t consider the downstream impact.
A single configuration change can silently break put-away logic, invalidate replenishment rules, or produce incorrect planned orders without anyone noticing until it's too late.
DynaTech's Inventory & Warehouse AI Test Automation agent closes this gap as our smart data warehouse test automation agent executes structured, repeatable validation across item setup, transfer orders, BOM structures, and MRP recalculations across the entire workflow to ensure your team acts on confirmed findings, not operational failures.
Microsoft Copilot in Dynamics 365 F&SCM is a capable productivity assistant, and your team might be using it to summarize records, guide navigation, and accelerate routine tasks.
But what it lacks is the execution of a pre-determined workflow or even triggering a new workflow. It cannot execute structured test cycles, validate MRP output against demand signals, or verify BOM integrity after a configuration change.
DynaTech's Inventory & Warehouse AI Test Automation agent operates in an entirely different scope, and you can utilize our automated data warehouse testing agent to;
This ensures no errors in the warehouse and inventory workflows reach downstream to the end-user, affecting your revenue and reputation.
D365 F&SCM operates across the web client and the warehouse management Mobile App and covers all possible outcomes of every workflow. The agent validates consistent behavior across both interfaces, ensuring warehouse workflows execute correctly regardless of access method. Our agent;
After any configuration change, planned orders must align with current demand signals and doing this manually for every item is an impossible task. Our data warehouse automated testing agent evaluates MRP recalculation outputs against configured demand parameters, flagging deviations before they propagate into procurement or production schedules, and this results in;
Warehouse directives, work templates, and location profiles define how work is created and executed in WMS, which means they are highly sensitive, as any misconfiguration can break pricing. The agent, while maintaining a baseline snapshot of critical WMS configuration, detects configuration changes against your established baseline after every update cycle, before live operations depend on it. While doing so, it ensures;
In manufacturing, BOMs define what components are used; routes define how and where the product is made (operations, resources, times). Our agent;
While helping your teams with the verification, it also simulates test production orders to confirm end-to-end behavior.
In Dynamics 365 F&SCM, the most damaging failures are the ones nobody sees coming. For instance;
Moreover, manual QA teams testing one workflow at a time, on one interface, in one configuration state, cannot surface these edge cases in time.
By the time a failed fulfillment order or a misaligned production run surfaces, the operational damage, cost and reputational damage are already accumulating, and DynaTech’s automated testing data warehouse solutions address this gap that automated inventory systems cannot leave open.
DynaTech's agent accesses your Dynamics 365 F&SCM environment through configured APIs and integration points. After each configuration change or platform update, it executes structured test scenarios covering item setup, transfer orders, BOM structures, and MRP recalculations across both web and mobile interfaces.
We have built the agent to evaluate;
Once tested, the QA team receives the complete reports of results, allowing them to review flagged exceptions and determine remediation steps.
Here are a few warehouse automation use cases for your reference to better understand the scope and utilization of our agent.
A manufacturer updates demand coverage parameters ahead of a seasonal production cycle, and this small change can impact planned quantities for high-cost component groups. A manual QA pass focused on order entry workflows is likely to clear the update without catching the MRP deviation.
DynaTech's agent, using MRP output validation checks, validates the change to check if they align with configured demand signals, flags the discrepancy at the item-group level before the planning cycle executes, giving the team time to correct the parameter before procurement is affected.
Following an update in the D365 F&SCM platform, the finished good Bill of Materials loses its link to the correct production route. The item remains plannable in MRP, but production orders cannot execute.
DynaTech's agent verifies BOM-to-route integrity as part of its post-update test cycle, flags the disconnected component, and delivers the failure context your development team needs before a production order is released against an invalid structure.
| Business Challenge | Agentic AI Solution |
| Warehouse directives, work templates, and MRP parameters break after configuration changes and failures are discovered only through operational errors or user complaints. | The agent executes structured post-configuration validation cycles, evaluating directive logic and MRP outputs against configured baselines and surfacing failures before they reach warehouse operations. |
| QA teams cannot simultaneously cover both the D365 web client and the Warehouse Management Mobile App, leaving one UI paradigm untested in every cycle. | Playwright handles execution across both interfaces in parallel, validating consistent workflow behavior across web and mobile within a single test run. |
| MRP recalculation errors go undetected until procurement teams receive incorrect planned orders or production schedules misalign with actual demand signals. | Azure AI Foundry evaluates planned order outputs against configured demand parameters at scale, flagging deviations at the item and item-group level before planning cycles execute. |
| BOM disconnections and route failures after platform updates are not caught until a production order fails to execute on the shop floor. | BOM and route verification runs automatically after every update cycle, confirming structural integrity before production planning depends on it |
If you want to know the complete technical architecture, integration design, and deployment scope, they are shared during a scoping engagement. Contact us to see what this looks like for your environment.
DynaTech configures the Inventory & Warehouse AI Test Automation agent to integrate with your existing Dynamics 365 F&SCM environment.
For this task, we don’t need to make core ERP customizations or schema changes to the existing workflow. Deployment includes;
Everything is managed by the DynaTech team, and to help you understand the scope of our agent better, we establish test scenario libraries mapped to your warehouse configurations, item structures, and MRP parameters.
Once configured, the agent operates without disrupting live ERP availability or active deployment schedules. Full architecture and deployment timeline are covered during the scoping engagement.
Every configuration-related failure in your inventory and warehouse management systems, if detected before going live, will cost a fraction of what it costs after warehouse operations or production planning are affected. DynaTech's agent delivers post-deployment validation coverage, structured, repeatable, and documented, which manual QA cycles cannot replicate at the same speed or depth.