Microsoft Dynamics 365 is Microsoft's CRM and ERP suite for sales, service, and finance. Upware lets your agents act in it safely — deterministic, policy-bounded, and fully audited, without changing the system.
Reading data out of Microsoft Dynamics 365 is straightforward enough — any integration that can authenticate can query an account or pull a case. Acting inside it is a different matter. Dynamics is a layered system: security roles, field security profiles, Power Automate flows, and plug-ins all shape what a write operation is actually allowed to do and what side effects it triggers. An AI agent calling the API directly can satisfy the HTTP request while bypassing the business process flows and approval gates that the record is supposed to travel through. The result is data that looks right but arrived outside the controls your compliance and ops teams depend on.
Upware learns the process once and encodes it as a mostly-deterministic workflow: system interactions replay exactly, and any LLM steps are wrapped in policy, verification, and audit — so execution stays governed and drift-proof.
See how Upware turns a recorded workflow into a governed action in days.
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