AWS for Software Companies Podcast

Ep126: Using AWS to Transform Customer Interactions with Glia


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Justin DiPietro, Co-Founder & Chief Strategy Officer of Glia, shares how they are leveraging AI to enhance the customer experience in the highly regulated world of financial institutions.

Topics Include:

  • Glia provides voice, digital, and AI services for customer-facing and internal operations
  • Built on "channel-less architecture" unlike traditional contact centers that added channels sequentially
  • One interaction can move seamlessly between channels (voice, chat, SMS, social)
  • AI applies across all channels simultaneously rather than per individual channel
  • 700 customers, primarily banks and credit unions, 370 employees, headquartered in New York
  • Targets 3,500 banks and credit unions across the United States market
  • Focuses exclusively on financial services and other regulated industries
  • AI for regulated industries requires different approach than non-regulated businesses
  • Traditional contact centers had trade-off between cost and quality of service
  • AI enables higher quality while simultaneously decreasing costs for contact centers
  • Number one reason people call banks: "What's my balance?" (20% of calls)
  • Financial services require 100% accuracy, not 99.999% due to trust requirements
  • Uses AWS exclusively for security, reliability, and future-oriented technology access
  • Real-time system requires triple-hot redundancy; seconds matter for live calls
  • Works with Bedrock team; customers certify Bedrock rather than individual features
  • Showed examples of competitors' AI giving illegal million-dollar loans at 0%
  • "Responsible AI" separates probabilistic understanding from deterministic responses to customers
  • Uses three model types: client models, network models, and protective models
  • Traditional NLP had 50% accuracy; their LLM approach achieves 100% understanding
  • Policy is "use Nova unless" they can't, primarily for speed benefits


Participants:

  • Justin DiPietro – Co-Founder & Chief Strategy Officer, Glia


Further Links:

  • Glia Website
  • Glia AWS Marketplace


See how Amazon Web Services gives you the freedom to migrate, innovate, and scale your software company at https://aws.amazon.com/isv/

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