[Verse 1]
In the world of data flowing through our systems every day
We need to build some trust before we let it guide our way
Quality starts with monitoring what's coming through the door
Watch your data streams and pipelines like you've never done before
[Chorus]
Monitor, Alert, SLA - keep your data clean today
Fresh and True, Contracts too - that's the quality way
Monitor, Alert, SLA - don't let bad data stay
Fresh and True, Contracts too - building trust the data way
[Verse 2]
Set up alerts when something's wrong, when data goes astray
Missing fields or broken formats shouldn't ruin your whole day
Service Level Agreements tell you what you can expect
Ninety-nine percent uptime keeps your data pipelines checked
[Chorus]
Monitor, Alert, SLA - keep your data clean today
Fresh and True, Contracts too - that's the quality way
Monitor, Alert, SLA - don't let bad data stay
Fresh and True, Contracts too - building trust the data way
[Bridge]
Data freshness matters most, old data leads you wrong
Set your timestamps, check your age, keep data flowing strong
Data contracts make it clear what format you will send
Schema validation at the source helps quality transcend
[Verse 3]
When producers and consumers agree on data's shape
Contracts prevent the chaos that makes quality escape
Define your fields and data types, make expectations known
Quality starts with clear agreements, seeds that must be sown
[Chorus]
Monitor, Alert, SLA - keep your data clean today
Fresh and True, Contracts too - that's the quality way
Monitor, Alert, SLA - don't let bad data stay
Fresh and True, Contracts too - building trust the data way
[Outro]
Building trust in data takes a systematic view
Monitor and measure everything that's flowing through
With quality fundamentals as your guiding star
Your data systems will take you far