AI for Customer Service Insights overview
Dynamics 365 AI for Customer Service Insights gives you actionable insights into critical performance metrics, operational data, and emerging trends from your customer service system. Built-in dashboards, interactive charts, and visual filters provide views into support operations data across channels, and highlight areas for improvement that can have the greatest impact, helping you quickly evaluate and respond to key performance indicators (KPIs) and customer satisfaction levels.
Customer Service Insights uses artificial intelligence to automatically group your cases into topics using natural language understanding. Topics enable you to discover and adapt to current and emerging trends, improve brand sentiment, and identify problem areas. By pinpointing and fixing issues before they impact customers, you can deliver better customer service experiences.
The AI-driven technology empowers informed decision making about how to improve resolution rates, reduce wait times, and decrease customer service costs. You can use case resolution insights, backlog trends, and historical comparisons to evaluate agent performance and business impact, and address inefficiencies in your system.
The KPI summary dashboard gives you a snapshot of key performance indicators for measuring customer service
For a walkthrough of how to connect to your customer service data to gain insights into your customer support system, see Quickstart - Get immediate insights into your customer service system's performance.
For more information about using workspaces to work with different sets of customer service data, see Use workspaces to connect to different customer service environments.
For more information about how to use the dashboards and sample data, see Work with AI for Customer Service Insights dashboards.
For more information and examples of how to use the AI for Customer Service dashboards to help you identify areas of improvement, see Identify areas for improvement in your customer service system.
For details on the AI for Customer Service Insights dashboards, see the following topics:
- KPI summary dashboard
- Incoming cases dashboard
- Case resolution dashboard
- Customer satisfaction dashboard
- Topic details dashboard
For information about improving the results shown by AI Insights charts on the dashboards, see Improve your AI Insights data by cleansing support case titles.