Comment by kvakvs

Use fixed price hosting resources, those cannot bite you and if they're too small you can always expand by buying more virtual hosts, or even program your own simple scaler (which i am 99.9% sure you will not need this or next year after starting a project). AI is capable of setting up local database, and everything you need without paying 10x to a cloud provider.