Having started off planning the exact same stack (but for business intelligence event tracking) we ended up dropping kafka for kinesis. It felt like until we go

Having started off planning the exact same stack (but for business intelligence event tracking) we ended up dropping kafka for kinesis. It felt like until we got to the scale where it tips in the favour of self managed infrastructure (if ever) then there was no value and only probable pain in managing that part.