Put it together
A realistic next step
A monthly insurance report combines customers, policy snapshots, brokers and payments. Contracts protect the individual deliveries; relationship checks protect joins and table grain.
The insurance walkthrough uses synthetic data and the package's bundled fixtures. Follow it to check composite keys, avoid duplicate premiums, handle late corrections and compare pinned reporting inputs.
Choose the right next chapter
| Your next task | Read next |
|---|---|
| Related tables and dm relationships | Insurance deliveries |
| Exchange ODCS contracts | Open contracts |
| Connect external systems | Integrations |
| Inspect products in your editor | Positron and VS Code |
| Implement a custom source or target | Adapter authoring |
| Understand transaction and execution limits | Guarantees |
Keep responsibilities clear
DataRaft coordinates checked deliveries. dm expresses relational structure, dbt develops SQL models, targets schedules pipelines and pointblank supplies standalone validation. Add the integration that serves the use case; none of them is a prerequisite for the first product.