A fleet compliance platform whose AWS bill was growing faster than its revenue. Six months later it ran 73% cheaper, on ECS Fargate, without a feature freeze.
Moving a social advertising platform onto Kubernetes cut infrastructure cost by 25%, up to $300,000 a year, while making room for the next growth curve.
Real-time inference over thousands of concurrent exam sessions, on an architecture that scales to the exam period and back down to near zero after it.
Claims processing needs a foundation an auditor will accept. We built one on AWS, with SageMaker and computer vision on top of it.
Carrier data made SOC 2 a precondition. A clean Type II, with the ML team approving decisions instead of chasing screenshots.
Their clients read the report line by line. A Type II kept clean year after year, with audits that became routine instead of fire drills.
A first SOC 2 with no compliance team: Type I for a report in hand quickly, then a clean Type II at the end of the observation period.
A coupled EC2 stack, rebuilt as serverless microservices, so classrooms on opposite sides of the world stop competing for the same server.
Public sector deployments carry requirements most SaaS never meets: security controls, compliance certifications and data sovereignty, all at once.
Two clouds became one, and the compliance posture that had been assumed became a thing that could actually be demonstrated.
Traffic that arrives in a predictable weekly spike is still a spike. Autoscaling on AWS turned Sunday morning into an ordinary morning.
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