Using generative AI for hyper-personalized telecom billing and subscription experiences on AWS

This article discusses how generative AI can transform telecom billing experiences by creating hyper-personalized customer interactions using AWS technologies.

• Traditional billing processes frustrate customers and generate numerous support calls
• AWS offers generative AI solutions through Amazon Bedrock and Amazon SageMaker
• The solution involves four key AI engines:
  • Analysis Engine: Detects billing anomalies
  • Prediction Engine: Calculates customer churn and lifetime value
  • Recommendation Engine: Generates personalized plan suggestions
  • Communication Engine: Creates customized messages and support contexts
• Use case demonstrates proactively addressing customer billing concerns

The solution aims to reduce support calls, build customer trust, and provide more meaningful, personalized telecommunications experiences.