I'm biased because my team and I created Vector [0], but I'd highly recommend investing in a vendor-agnostic data collector to start. You can use this to collect your data and send it wherever you please. This will afford you the flexibility to make changes as you learn more, which will be inevitable.

[0]: https://github.com/timberio/vector