Products
DataOps Data Quality TestGen
Auto-generate data quality tests, profile every table, detect anomalies.
Open Source · Enterprise
DataOps Observability
Monitor every data journey from source to customer value.
Open Source · Enterprise
DataOps Automation
Meta-orchestrate pipelines, tools, teams, and environments.
Enterprise
Services
DataOps Consulting and Coaching
Hands-on workshops and coaching from the team that invented DataOps.
DataOps Assessments
Pinpoint DataOps or data quality gaps in 3½ days — walk away with a concrete blueprint.
DataOps Training
Turn your team into DataOps practitioners with tailored workshops and a free certification course.
Commercial Pharma Analytics
A Commercial Data & Analytics Platform built by pharma data engineers embedded in your team.
Solutions
By Team
Data Quality
Data Engineering
Data Ingestion Teams
Data Production Teams
Data Science/AI
By Buzzword
Data Contracts
Medallion Data Architecture
Data Observability
AI Enablement
DataGovOps
Resources
Media
Blog
Webinars
Customer Stories
Books
White Papers
Podcasts
Documentation
Learn
What is DataOps?
What Is A Data Journey?
The DataOps Cookbook
DataOps 101 Course
DataOps Maturity Model
DataOps Manifesto
Data Journey Manifesto
Company
About DataKitchen
Our Team
Careers
Partners
Newsroom
Contact Us
Pricing
Open Source
Blog posts written by
Eric Estabrooks
View all the latest DataKitchen posts from Eric Estabrooks.
All
Chris Bergh
DataKitchen Marketing Team
DataKitchen
Priyanjna Sharma
Gil Benghiat
Chip Bloche
Abhinav Tiwari
Eric Estabrooks
We've Been Using FITT Data Architecture For Many Years, And Honestly, We Can Never Go Back
Eric Estabrooks · July 22, 2025