Looking for an Azure solution for time series validation solution

Hi folks,

I am planning to replace one of my old on prem based time series based process validation tool with Azure based solution. Required solution should be able to perform validation of time series coming from various different sources like DBs or CSV file etc(eventually data is coming from different plants in those DBs or CSV files) and it should be able to perform certain calculations(based on some defined mathematical functions) on those time series. Post that it should be able to send it to some centralized Datawarehouse where reporing etc can be performed on that gathered data with tools like Power BI or Graphana. 

I found one similar sort of product which Azure timeseries but it is going to be out of support in 2025.