Mach 1 — AWS Infrastructure & CI/CD
Production Infrastructure for Healthcare AI
Mach 1 — AWS Infrastructure & CI/CD
Production Infrastructure for Healthcare AI
Zero
Manual Deployments
Staging + Prod
Environments Running
< 5 min
Deploy Time
The Challenge
When we built the AI timesheet agent for Mach 1, the code was only half the job. They had no proper infrastructure — no staging environment, no automated deployments, no monitoring. Everything was being deployed manually, which is a nightmare when you are processing sensitive healthcare data. They needed a production-grade AWS setup that could handle HIPAA-adjacent workloads without anyone losing sleep.
Our Approach
We designed the full AWS infrastructure from scratch. Set up VPCs with proper networking, EC2 instances behind load balancers, RDS for the database layer, and S3 for document storage. Built a complete CI/CD pipeline using GitHub Actions — every push to main runs tests, builds Docker images, pushes to ECR, and deploys to ECS automatically. Added a staging environment that mirrors production so nothing goes live untested. Set up CloudWatch for monitoring, alerts for when things look off, and automated backups so nobody has to remember to do it manually.