Nexus Healthcare
The Client
Nexus Healthcare is focused on advancing healthcare innovation through scalable clinical technologies, simulation workflows, and data-driven medical infrastructure.
As cardiovascular simulation and regulatory expectations continue to evolve, Nexus Healthcare is investing in more automated, reproducible, and compliance-aligned simulation environments capable of supporting future clinical and engineering workflows at scale.
To support these modernization goals, Nexus Healthcare engaged RevStar to implement an agentic AI-powered workflow capable of orchestrating complex cardiovascular simulation processes through scalable AWS-native infrastructure.
Summary
Clinical Simulation Platform
Healthcare
AWS Bedrock, AWS HealthLake, Amazon S3, Containerized Simulation Infrastructure, Agentic AI Workflows
Solution Architecture, Delivery Management, AI/Data Engineering, DevOps Engineering, Quality Assurance
RevStar implemented a scalable agentic AI orchestration framework on AWS designed to automate cardiovascular simulation workflows, improve reproducibility, and support regulator-aligned quality control processes.
Enabled automated simulation orchestration, improved workflow consistency, and established a scalable foundation for future compliance-focused clinical simulation operations.
The Challenge
As cardiovascular simulation workflows became more advanced and data-intensive, Nexus Healthcare sought a more scalable and reproducible way to manage simulation orchestration, validation, and quality control processes.
Existing simulation workflows required significant manual coordination across multiple stages, including geometry preparation, meshing, physiology calibration, computational fluid dynamics (CFD), independence validation, and reporting. Maintaining consistency, reproducibility, and compliance documentation across these workflows created additional operational complexity as simulation demands increased.
At the same time, Nexus Healthcare needed a more modern framework capable of supporting automated orchestration, regulator-aligned quality controls, and long-term scalability for future clinical and engineering simulation initiatives.
The Problem
Nexus Healthcare needed a scalable and reproducible way to automate cardiovascular simulation workflows while improving quality control, compliance alignment, and operational consistency.
The Solution
We implemented a secure AWS-native agentic AI framework designed to automate cardiovascular simulation orchestration, streamline quality control workflows, and improve reproducibility across complex clinical simulation processes.
The solution leveraged AWS Bedrock and scalable cloud-native infrastructure to coordinate multi-stage simulation workflows spanning geometry preparation, meshing, physiology calibration, CFD analysis, validation, and reporting. Integrated quality control gates and provenance workflows helped support more consistent operational execution while improving traceability and compliance alignment across simulation outputs.
Designed with modular orchestration architecture and automated validation workflows, the platform established a scalable foundation for future regulator-ready clinical simulation and engineering operations.
The Team
