DBT
Partnership · dbt
EXPERIENCE WITH DBT SINCE 2018,
NOT JUST SINCE
RECENTLY.
We’ve been using dbt in client projects since 2018—not just since we received our most recent certification. We’ve already completed over 30 projects, with a focus on e-commerce and B2B SaaS. Our team in Frankfurt knows the tool from day-to-day experience, not just from the documentation.
Since 2018
Practical experience with dbt in client projects
30+
Customer Projects Implemented with dbt
5.0 ★
21 Google reviews, each one well-deserved
Trusted By
The Problem
Raw data alone is not a basis for decision-making.
Although extracted raw data ends up in the data warehouse, it often remains unstructured there and is of little use for analysis. Without a clean, traceable transformation layer, any further analysis must be done manually.
The Approach
dbt brings software development practices to data modeling.
dbt takes the “T” from ETL and uses SQL to transform raw data into structured, testable data models, versioned via Git just like in software development.
Versioning
We place your transformation logic under version control, making it traceable for the entire team.
Testing
We implement automated data checks so that errors are caught before they make it into the report.
Handover
Your team will receive documented, reusable models instead of one-time, ad-hoc solutions.
What dbt Offers
What DBT Actually Does
Three features that have made dbt the go-to tool for SQL-based data teams.
01
Transformation
Structured, analyzable data
dbt handles the transformation phase of traditional ETL processes and uses SQL to convert raw data into data models that can be analyzed directly.
02
Cooperation
Version control, as used in software development
Through integration with Git, analysis code is version-controlled and traceable. Teams can collaborate on further developing data models, and CI/CD processes can be integrated.
03
Testing
Built-in Data Tests & Documentation
Integrated testing and documentation ensure data quality and consistency—not just after the fact, but directly during the transformation process.
Part of the Growth Flywheel
We’re happy to take on the individual components. Ultimately, however, it’s never about isolated pieces — it’s about the bigger picture.
Every service is designed to fit into the system — so that tracking, the team and activation work together to drive the flywheel.
Honesty
Is a dbt partnership right for you?
dbt isn’t the right solution for every data stack. Taking an honest look at the situation up front saves both sides time.
You’ll be in the right place with us if…
You work with SQL and want to maintain transformation logic in a traceable way rather than in individual scripts
Several people or teams should work together on data models
If version control and automated testing for your data pipelines are important to you
You want to build or expand a data infrastructure for e-commerce or B2B SaaS
Less suitable if…
If you don’t yet operate a cloud data warehouse (in which case we’ll set that up first)
Only a one-time data analysis is desired, without a permanent pipeline
No one on the team wants to or is able to work with SQL
There is no capacity to maintain and further develop data models over the long term
Why Choose Kemb as a DBT Partner
Experience since 2018; no recent certificate.
Since 2018
Practical experience over a recent certificate
We’ve been using dbt in client projects since 2018 and know the typical pitfalls from our own experience, not just from the documentation.
30+ projects
Extensive industry experience
Solutions for a wide range of industries and company sizes, with a focus on e-commerce and B2B SaaS companies.
Tool-independent
DBT as a building block, not an end in itself
We recommend dbt if it fits your data stack, not because we want to sell it regardless of the use case.
Hands-on
We’ll help set it up ourselves
Upon request, we can handle your entire business intelligence setup—not just dbt modeling on its own.
FAQ
Frequently Asked Questions
What exactly is DBT?+
dbt (data build tool) is an SQL-based solution that enables data teams to build transformation workflows for their data warehouse. It includes built-in features for documentation, data lineage, and data testing.
How long has Kemb been working with dbt?+
Since 2018. We have been using dbt regularly ever since to set up or optimize data infrastructures for clients, with over 30 projects completed.
For which industries is dbt particularly well-suited?+
dbt can be used across all industries. While our focus is on e-commerce and B2B SaaS companies, we have also successfully implemented solutions for other industries and companies of various sizes.
Do I need any other tools besides dbt?+
Generally speaking, yes. dbt handles the transformation; for extraction, loading, and visualization, you’ll usually need additional tools. We tailor our selection to your existing data stack rather than considering dbt in isolation.
Your point of contact
You’ll be speaking directly to the expert.
Dr. Konstantin Wemhöner
Co-Founder · CDO
Konstantin has been building data architectures that companies actually use for over 15 years. From McKinsey to setting up the BI system at Stylight and beyond: at Kemb, he helps medium-sized businesses transition to a modern data stack using Snowflake, dbt and dashboards that senior management can trust. His benchmark isn’t the number of reports, but the number of decisions that are made more quickly as a result.
“One figure that everyone trusts is worth more than twenty that everyone debates.”
Data Architecture
Snowflake
Analytics Engineering
AI & Automation
Votes
What customers really say.
★★★★★
“With kemb, we’ve been able to develop practical and robust solutions for our reporting that make management decisions much easier for us. We highly recommend them!”
★★★★★
“Very good support – super responsive, data-oriented, and providing valuable tips. Moreover, they are a great sparring partner, too.”
★★★★★
“We needed help with Google Ads, and our startup has been in very good hands here from the very beginning. 100% recommended!”
More from Kemb
Additional Services
dbt is usually part of a larger data stack. These services directly complement the partnership.
Let’s talk
Take the first step toward growth
15 minutes—no presentation, just an open conversation about where you see the greatest opportunities right now.
Schedule a meeting
A 15-minute call—no presentation, just an open conversation about where the biggest opportunities currently lie for you.