Most organizations that are serious about agentic AI have already moved past the “should we do this?” conversation. The harder conversation, the one that happens after the first implementation stumbles, is about execution. Enabling Copilot or deploying an AI agent inside Dynamics 365 is straightforward. Making it actually work, stick, and deliver measurable value is… Read More »
Modern approval processes are often slow, manual, and inconsistent, leading to delays, policy violations, and poor decision-making. In this solution, we combine Power Apps, Power Automate, and Copilot to create an intelligent purchase approval system. Employees submit requests through a Power Apps form, and AI instantly analyzes each request and detects risks, and recommends actions.… Read More »
As a Dynamics 365 Customer Service Administrator in the IT sector, one of my core responsibilities is ensuring that all customer-facing communication especially emails sent by our support and service teams is accurate, consistent, and aligned with our organizational standards. However, before the “Insert Copilot prompts in email templates” feature was introduced, this process was… Read More »
Over the past few months, Copilot has become one of the most talked-about features in the Microsoft ecosystem. But one thing still confuses many people: There are actually two different Copilot experiences available in Microsoft 365. Microsoft 365 Copilot – the paid add-on Copilot Chat – the free chat experience included with Microsoft 365 At… Read More »
Today’s businesses rarely operate within a single application. Applications such as Sales Hub, which manage leads, opportunities, accounts and revenue to help sales teams close deals faster. On the other hand, Customer Service helps handle cases, tickets and customer support interactions to deliver faster issue resolution. Field Service is used to schedule technicians, manage work… Read More »
While exploring the capabilities of low-code plug-ins in Dataverse in our previous blog, we experimented with a simple scenario involving billing details calculation. The objective was to implement a small piece of logic that calculates the total bill amount based on values such as price, duration, and user count. During the implementation, you may notice… Read More »
In the previous blog (Part I), you explored the overview of AI testing evaluation; now, you can dive deeper into the detailed functionality and practical implementation. If you work in IT, especially in a global organization, you understand how critical consistency and accuracy are in daily operations. As a Dynamics 365 CRM Engineer, you likely… Read More »
Microsoft Copilot in Dynamics 365 Sales provides powerful AI-generated insights such as Lead summaries, opportunity summaries, relationship intelligence, and email drafting suggestions. While many users interact with these prompts directly within the Sales app, fewer organizations leverage them in automated scenarios. In this blog post, we’ll demonstrate how to incorporate outputs generated by Copilot in… Read More »
As AI agents become deeply embedded in enterprise workflows, ensuring their reliability, accuracy, and consistency is no longer optional it is essential. Unlike traditional software systems, Copilot agents are powered by Large Language Models (LLMs), which inherently introduce response variability. Manual testing methods such as ad hoc question-and-answer validation do not scale effectively and fail… Read More »
In many organizations, invoice approvals are still manual, slow, and inconsistent. Small invoices don’t need human intervention, while high-value invoices must go through managers or finance teams. However, most systems treat all invoices the same, leading to delays and unnecessary approvals. In this blog, we design a smart multi-stage invoice approval process using Copilot Agents… Read More »