Question 1

What is data observability?

Accepted Answer

Data observability is the ability to monitor, detect and resolve data issues in real time. It includes pipeline monitoring, alerts in case of anomaly and complete traceability of the data lifecycle.

Question 2

What is Data Lineage and why does it matter?

Accepted Answer

Data Lineage traces the origin, transformations and destination of each piece of data. It is essential for understanding the impact of a change, identifying the source of an error and meeting audit and compliance requirements.

Question 3

Which data monitoring tools do you use?

Accepted Answer

We work with leading market tools: Monte Carlo, Elementary, Great Expectations for quality, and lineage solutions such as OpenLineage and DataHub. The choice depends on your existing technical stack.

Question 4

Does this service help with regulatory compliance?

Accepted Answer

Yes, observability and traceability are pillars of GDPR, SOC2 and other regulatory compliance. Data Lineage documents data flows and transformations, making audits and compliance demonstration easier.

Observability & Traceability

Who is it for?

How it works

Frequently asked questions

What if we started by talking it through?