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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