Build for the right latency
Break transformations into small tasks
Start with a steel thread
Utilise cloud – define your pipelines with infrastructure-as-code
Data models are important and should be addressed iteratively
Apply master data / reference data pragmatically to support merging
Use orchestration and workflow tools