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Hybrid Architecture for Generative AI to Meet Regulatory Needs

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Overview

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Explore how Bank CenterCredit (BCC), Kazakhstan's leading financial institution, developed the first secure, scalable hybrid architecture for generative AI specifically designed to comply with Kazakhstan's stringent financial data regulations in Central Asia. Discover the innovative approach that leverages AWS Outposts and AWS KMS to locally store and anonymize sensitive data before transmitting it to the parent AWS Region for encrypted processing. Learn about the comprehensive hybrid cloud architecture that serves as the foundation for multiple generative AI projects implemented using Amazon SageMaker and Amazon Bedrock, including a custom speech recognition model supporting Russian, Kazakh, and mixed languages, as well as an HR chatbot solution. Understand how this regulatory-compliant architecture delivers significant cost savings and operational efficiency improvements while positioning the bank for continued innovation and growth in the rapidly evolving fintech landscape.

Syllabus

AWS re:Invent 2025 - BCC: Hybrid architecture for generative AI to meet regulatory needs (HMC324)

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