Technological Approach
Embedded Within the Microsoft Ecosystem
The AI-powered call center assistant is seamlessly integrated into D-SMART’s existing customer touchpoints web, mobile application and voice (call center) channels by leveraging Microsoft technologies such as Azure Communication Services, Dynamics 365 Customer Service and Microsoft Foundry Agents. This approach eliminates the need for new applications or behavioral changes, ensuring rapid adoption and immediate customer reach.
Context-Aware Customer Engagement Engine
Built on Azure OpenAI and Azure AI Language services, the assistant understands customer intent in real time through advanced natural language processing. It goes beyond simple keyword detection by incorporating contextual signals such as subscriber data, package details, and historical interactions to deliver highly personalized and accurate responses across all service scenarios.
Real-Time CRM Integration & Intelligent Agent Handover
Through integration with Dynamics 365 and billing systems, the assistant provides instant access to live customer data, enabling quick inquiries on subscriptions, billing and technical issues.
For complex cases, requests are seamlessly escalated to human agents with full context and history, reducing handling time and improving resolution quality.
End-to-End Service Automation with Visibility & Insights
Customers can complete key transactions such as subscription management, billing inquiries, technical issue reporting and service changes directly through conversational interfaces. Power Automate streamlines backend workflows, reducing manual effort and accelerating service delivery.
All interactions are logged and analyzed via Microsoft Fabric and Power BI, providing full auditability and real-time insights into demand patterns, resolution times and operational efficiency for data-driven optimization.
Operational efficiency gains:
Repetitive calls routed to agents have been significantly reduced; agent capacity has been redirected toward complex and high-value customer interactions.
Reduced wait times:
Routine requests are resolved within seconds, leading to a marked decrease in average wait and handling times; customer satisfaction scores have improved.
24/7 uninterrupted service:
Independent of working hours, customers can complete their transactions anytime via self-service channels; service continuity is ensured.
Full traceability and reporting:
All customer interactions are recorded; call center management can monitor demand trends, resolution rates and operational performance in real time.