“nOps uses AI and machine learning to analyze compute needs and automatically optimize for efficiency, reliability and cost. For most of its products, nOps has a unique and flexible pricing structure where it doesn’t get paid until the client saves money; nOps receives a percentage of the cost saved.”

https://techcrunch.com/2024/08/27/nops-lands-30m-to-optimize-aws-customers-cloud-spend/