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How PayU built a secure enterprise AI assistant using Amazon Bedrock

Machine Learning Blog



PayU, a financial services company in India, developed a secure enterprise AI assistant using Amazon Bedrock to address employees' growing interest in generative AI while maintaining strict data privacy and compliance requirements.

  • Used Open WebUI as a frontend with single sign-on and role-based access control
  • Created custom AI agents for specific business functions like HR policies and credit disbursement
  • Implemented AWS PrivateLink to ensure secure, private access to foundation models
  • Integrated Amazon Bedrock Knowledge Bases and Agents for enterprise data querying
  • Developed a text-to-SQL workflow for precise data insights

The solution resulted in a 30% productivity improvement for business analysts, fostering a culture of innovation and enabling employees to leverage AI securely within their organizational context.



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