Cohere Health Digitizes Clinical Policies with Amazon Bedrock AgentCore

Oleksiy Kononenko· August 7, 2026 View original

Key takeaways

  • AI agents can automate complex policy digitization in regulated industries.
  • Amazon Bedrock AgentCore offers features for secure, scalable, and auditable agentic architectures.
  • Maintaining human oversight and version control is crucial for AI in sensitive domains.
  • Multi-tenant designs allow for efficient scaling across different organizational units.

Who benefits

HealthcareInsuranceLegalGovernment

Summary

Cohere Health developed a multi-tenant agentic architecture using Amazon Bedrock AgentCore to rapidly digitize clinical policies. This system ensures transparency, version control, and human oversight while scaling capabilities.

Cohere Health has successfully implemented a sophisticated agentic architecture leveraging Amazon Bedrock's AgentCore to streamline the digitization of clinical policies. This innovative system is designed for multi-tenancy, utilizing AgentCore Runtime's secure MicroVM isolation and unified tool access via AgentCore Gateway. It also incorporates AgentCore Memory and adheres to the Agent Skills open standard. The primary goal of this implementation is to significantly accelerate the process of converting clinical policies into digital formats. Crucially, the solution maintains essential features such as transparency, robust version control, and the ability for human oversight, ensuring accuracy and compliance in a highly regulated environment.

Why it matters

This demonstrates a practical application of advanced AI agents in a regulated industry, offering a blueprint for other organizations seeking to automate complex, document-heavy processes while maintaining control and compliance.

How to implement this in your domain

  1. 1Evaluate existing document-heavy workflows for automation potential with AI agents.
  2. 2Investigate cloud-based agentic platforms like Amazon Bedrock AgentCore for secure, scalable deployment.
  3. 3Design a multi-tenant architecture if serving multiple internal departments or external clients.
  4. 4Prioritize features like version control, audit trails, and human-in-the-loop mechanisms for compliance.
  5. 5Develop custom tools or skills for agents to interact with specific internal systems and data sources.

Original post by Oleksiy Kononenko

"In this post, you learn how Cohere Health built a multi-tenant agentic architecture on AgentCore using AgentCore Runtime’s secure MicroVM isolation, unified tool access through AgentCore Gateway, AgentCore Memory, and the Agent Skills open standard to rapidly scale policy digitiz…"

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