So this pattern forces specific technology choices on you (GraphQL), and encourages vendor lock-in by going all-in on "Serverless" cloud functions. No thanks.
It will be a good problem to have.
Microsoft actually has an on-prem or self-hosted version of Azure functions that uses docker, though it’s still only in preview.
Also, GraphQL is important because it’s a convenient way for clients to consume asynchronous information.