Our Cases
Even though Cloud Whales is a new name, our work is built on years of hands-on achievements across production-scale platforms — from AI/ML to everyday SaaS. These are just a few of the real-world results weʼve delivered:
Capacity Testing Framework: From Guesswork to Science
The client: guessed which VM types were best for each ML microservice_What we did:
Result: Infrastructure decisions became data-driven — autoscaling was tuned, > built a framework to test each service across instance types,
measuring real throughput and cost
measuring real throughput and cost
performance-per-dollar was maximized
Capacity Testing Framework: From Guesswork to Science
The client: guessed which VM types were best for each ML microservice_What we did:
Result: Infrastructure decisions became data-driven — autoscaling was tuned, > built a framework to test each service across instance types,
measuring real throughput and cost
measuring real throughput and cost
performance-per-dollar was maximized
Capacity Testing Framework: From Guesswork to Science
The client: guessed which VM types were best for each ML microservice_What we did:
Result: Infrastructure decisions became data-driven — autoscaling was tuned, > built a framework to test each service across instance types,
measuring real throughput and cost
measuring real throughput and cost
performance-per-dollar was maximized
Capacity Testing Framework: From Guesswork to Science
The client: guessed which VM types were best for each ML microservice_What we did:
Result: Infrastructure decisions became data-driven — autoscaling was tuned, > built a framework to test each service across instance types,
measuring real throughput and cost
measuring real throughput and cost
performance-per-dollar was maximized