Summary
This chapter summarized all the steps a company must consider to deploy data observability in their pipelines. We have seen that the following technical roadmap can be set to ensure the success of the implementation:
- Allocate the right resources to your data observability project: This consists of evaluating the right budget, staffing the right people, choosing the right tools, and defining a good period to start a first implementation.
- Define clear objectives with the team: We saw how objectives can be set from a business and a technical point of view.
- Implement data observability in your applications: During this process, we saw that success can be achieved by going incrementally in the implementation.
- Continuously improve observability: Data observability is not a one-time process – it must be periodically reviewed to ensure permanent success.
- Scale data observability: Finally, we saw how observability can be scaled in the company by proposing...
