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Seamless Customer Service with Amazon Connect & Alexa

Talkat Conf42 Machine Learning 2021 · on Thursday, 2021-07-29· [machine-learning]
slides:none on file

Demonstrates an Alexa-to-agent pipeline that uses Amazon Lex for NLP, Amazon Kendra for KB search, Lambda outbound calls, SageMaker personalization and Amazon Neptune graph mapping to route based on ML churn and sentiment predictions. Claims seamless handoff so callers never repeat themselves; demo shows Alexa authenticates then triggers an outbound call to an agent with prefilled attributes. System scales from tens to tens of thousands of seats (Amazon Connect runs 70,000 agents across 32 countries) and successfully reduces agent load.

AI-written summary · about

  1. 0:00Introduction
  2. 1:16Amazon Connect origin and benefits
  3. 6:48Alexa integration demo
  4. 10:43AI-powered call routing
  5. 15:21Drivers for customer service
  6. 18:52Neptune for relationship mapping
  7. 20:38Personalized sales demo
  8. 22:42Churn prevention demo
  9. 26:13AI-driven architecture
  10. 30:45Summary
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