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Building an agentic AI solution at Bluesight with Amazon Bedrock

Machine Learning Blog



This article describes how Bluesight used Amazon Bedrock AgentCore to build Prism, a unified agentic AI solution automating healthcare compliance across six products, reducing manual compliance work from thousands of hours to minutes.

  • Prism Assistant for ControlCheck launched in May 2026, achieving 97% faster report generation across 20 health systems
  • Amazon Bedrock AgentCore provided HIPAA-eligible, production-grade infrastructure with secure runtime and gateway for connecting to live hospital data
  • Multi-agent architecture orchestrates specialized data workers across CostCheck, ShortageCheck, and 340BCheck products for GPO prohibition compliance auditing
  • Deterministic scoring pipeline with 13 evidence signals ensures auditable, rule-based compliance determinations rather than LLM opinions
  • Two AWS EBA engagements compressed 12-18 months of typical AI development into 9 months with reusable architecture patterns
  • Security-first design includes VPC isolation, Cognito authentication, KMS encryption, and comprehensive CloudWatch audit trails

Bluesight's partnership with AWS demonstrates how agentic AI can automate complex compliance workflows in regulated industries while maintaining security, auditability, and regulatory compliance.



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