🎫 Service Desk Process Area

CSAT Collection & Analysis

Automated satisfaction surveys with sentiment analysis and trend detection

CSAT Collection & Analysis automates the entire customer satisfaction feedback loop. After every ticket resolution, the system sends context-appropriate surveys and analyzes responses using AI-powered sentiment analysis.

Beyond simple numerical ratings, the AI reads free-text feedback to extract themes, detect frustration signals, and identify service improvement opportunities. Trend analysis spots patterns across clients, technicians, and issue categories — revealing systemic issues before they erode satisfaction.

Detractor alerts trigger immediate recovery workflows, ensuring unhappy clients receive personal follow-up before dissatisfaction becomes churn risk.

How It Works

1

Survey

Automated, context-appropriate surveys are sent post-resolution via the client's preferred channel.

2

Analyze

AI performs sentiment analysis on ratings and free-text feedback.

3

Trend

Cross-client and cross-technician trend analysis reveals systemic patterns.

4

Act

Detractor alerts trigger recovery workflows; insights feed QBR reporting.

AI Capabilities

Sentiment analysis on feedback

Theme extraction from free text

Trend detection across dimensions

Detractor prediction

Human-in-the-Loop Checkpoints

  • Review and respond to detractor alerts
  • Customize survey templates
  • Validate AI trend insights

Key Metrics

Survey response rate >40%
CSAT score >4.5/5.0
Detractor recovery rate >70%

Connected Process Areas

This process area integrates with related capabilities across the platform.

See CSAT Collection & Analysis in Action

Experience AI-powered service desk automation — from insight to action in a single platform.