datakitchen.ioFree Live Webinar

The Four Points in Your Medallion Architecture Where Data Testing Actually Matters

We'll show you exactly where to test, why those four points have the highest impact for the least effort — and then show you precisely how to do it with free, open-source tools.

 March 31, 2026
 12 pm EST  /  4 pm GMT
 Register now

Most data teams test in the wrong places — or not at all. In one hour, we'll map your medallion architecture and show you the exact four points where a test delivers maximum impact. Not theory. We'll open the tools and show you how it's done.

The four points — and why they're the ones that matter

01
Source / Bronze layer
Data quality
Catch bad data at the point of origin, before it poisons every layer downstream. The cheapest fix in your pipeline.
02
Bronze ingestion
Data observability
Monitor freshness, volume, and schema drift across every table — find anomalies before your stakeholders do.
03
Bronze → Silver → Gold transforms
Data production
Embed tripwires directly in your pipeline. Stop bad data from advancing to the next layer — automatically.
04
Dev / QA before deployment
Deployment
Test code logic against production data in staging. Catching a regression here costs 100× less than fixing it in prod.
 

What you'll leave with

  •  
    A clear map of your medallion architecture showing exactly where to place tests — and why those four points and not others
  •  
    A live walkthrough of DataKitchen TestGen and DataOps Observability doing each of the four jobs — on real data, in real time
  •  
    The exact steps to connect, profile, and generate tests against your own bronze layer IN ONE HOUR
  •  
    Answers to your specific architecture questions — live
 
One hour. Four points. Maximum impact.
Free open-source tools. No sales pitch.
Just the architecture insight and the working demo.
Free to attend • Recording available to registrants • Open-source tools — nothing to buy