Microsoft Scenario Library Customer Service Customer satisfaction prediction agent

Available with: Copilot Studio

Customer Service scenario: Customer satisfaction prediction agent

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Scenario

Using AI Agents to create a customer satisfaction prediction agent

Predict customer satisfaction and generate risk remediation recommendations to improve customer experience.

1. Customer interaction analysis

Reviews customer interactions to detect tone, sentiment, and emotional cues.

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Copilot Studio Agent

Flags high-risk cases based on patterns linked to past low-CSAT or unresolved interactions.

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Copilot Studio Agent

Provides actionable recommendations- tone adjustments, knowledge article suggestions, for proactive risk mitigation and improved customer satisfaction.

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Copilot Studio Agent

Provides real-time alerts and insights to supervisors.

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Copilot Studio Agent

KPIs

Opportunity to impact key functional area KPIs

How Microsoft Copilot can help reduce calls

Organizations can use Copilot to develop self-service options for customers whether that is natural language search on a website or automated call systems. These solutions can reduce the number of calls that require a customer service agent.​
Self-service bots​
  • Create knowledge databases that Copilot can access​
  • Use web-based chat bots or call automation.​

How Microsoft Copilot can help CSAT

Microsoft Copilot can improve customer satisfaction by providing real-time AI assistance for faster issue resolution, generating personalized email responses, analyzing customer feedback, and allowing agents to focus on delivering high-quality service.
Incorporate feedback
  • Rapidly analyze customer feedback
  • Quickly create recommendations
  • Swiftly update scripts and processes
  • Create communications to socialize the changes

How Microsoft Copilot can help service quality scores

AI is elevating service quality in the professional services industry by enabling smarter, more efficient, and customer-centric operations.
Analyze trends
  • Rapidly identify themes and trends
  • Access data from multiple data sources using single interface
  • Recommend actions to address pain points using customer data, past service interactions and knowledge database
  • Analyze agent effectiveness

How Microsoft Copilot can help reduce average resolution times

Microsoft Copilot can help with lowering resolution times which in turn leads to increased agent productivity and higher customer satisfaction rates.
Boost productivity
  • Rapidly research customer interactions
  • Create first drafts faster
  • Check for similar issues and resolutions
  • Quickly send follow-up communications

How Copilot can help improve first call resolution

In customer service, First Call Resolution (FCR) is a game changer because it improves customer satisfaction, enhances agent efficiency, and fosters long-term customer loyalty.
Improve customer satisfaction
  • Diagnose a problem quickly using external and internal databases
  • Automated analysis using customer data and knowledge base
  • Quicker and more accurate draft responses based on historical resolution data
  • Proactive and personalized follow-up communications

The content in this example scenario is for demonstration purposes only. You should evaluate how Copilot aligns with your organization’s business processes, regulatory requirements, and responsible AI principles.