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Agile Data Warehousing

A Disciplined Hybrid Method

New Training by Scott Ambler


Data warehouse (DW) teams face increasing demands for productivity and top-quality data delivery within strict timelines. Timely provision of accurate data is crucial for both human decision-makers and machine learning (ML) applications.

Our interactive workshop provides data professionals with a structured, agile approach to effectively build and advance DW solutions. Integrating methodologies from agile, lean, and traditional sources, participants gain comprehensive insights into the agile DW lifecycle.


Participants will gain valuable insights into Agile DW team roles, effective organizational strategies, practical solutions for common challenges, integration of agile methodologies, initial requirements modeling, DataOps practices, and lean governance strategies for successful team management.

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About Scott Ambler

Scott Ambler is an Agile Data Coach and Consulting Methodologist with Ambysoft Inc., leading the evolution of the Agile Data and Agile Modeling methods.

Scott was the (co)-creator of PMI’s Disciplined Agile (DA) tool kit and helps organizations around the world to improve their way of working (WoW) and ways of thinking (WoT).

Scott is an international keynote speaker and the (co-)author of 30 books, including Choose Your WoW!, Refactoring Databases, Agile Modeling, Agile Database Techniques, and The Object Primer 3rd Edition.

Upcoming Trainings


tue09jul(jul 9)9:00 amwed10(jul 10)5:00 pmAGILE DATA WAREHOUSING: A DISCIPLINED HYBRID METHOD - (ENGLISH) (JULY 2024) – LONDON – 2 DAYS


tue20aug(aug 20)9:00 amwed21(aug 21)5:00 pmAGILE DATA WAREHOUSING: A DISCIPLINED HYBRID METHOD - (GERMAN) (AUGUST 2024) – HANNOVER – 2 DAYS


tue26nov(nov 26)9:00 amwed27(nov 27)5:00 pmAGILE DATA WAREHOUSING: A DISCIPLINED HYBRID METHOD - (GERMAN) (NOVEMBER 2024) – MÜNCHEN – 2 DAYS


  • Foundational Concepts
  • Roles on Disciplined Agile DW Teams
  • Choosing the Right Lifecycle
  • Initial Requirements for Agile Data Warehousing (DW)
  • Initial Architecture for Agile DW
  • Construction – The first few sprints
  • Working in Sprints: Overcoming the Challenges
  • DataOps Practices for Development
  • Putting it All Together: A Disciplined Sprint
  • Deployment
  • Evolving Your Production DW
  • Wrap Up


  • An understanding of data and database fundamentals
  • Understanding of DataVault2 (DV2) principles
  • Knowledge of Agile and Lean concepts
  • Familiarity with Scrum concepts

Who is the class for?

This workshop is tailored for data professionals who want to learn how to take a disciplined agile approach to building and evolving Data Warehouse solutions.

  • Data Warehouse and BI Developer
  • Data Scientists
  • Data Architects
  • Product Owner
  • Project Manager / SCRUM Masters
  • All business people and subject-matter experts, who work regularly with data teams.


Free Webinar

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Meet the Trainers

Lennart is working in Business Intelligence and Enterprise Data Warehousing (EDW), supporting Scalefree International since the beginning of 2023 as a BI Consultant. Prior to Scalefree, he had over eight years of experience in the financial IT sector with focus on project management, IT-Service management and client management. This helped him get a broad knowledge of business requirements, the needs of customers dealing with IT and communication with different customer groups.

Lennart BuscheInstructor - Consultant

Lorenz is working in Business Intelligence and Enterprise Data Warehousing (EDW) with a focus on data warehouse automation and Data Vault modeling. Since 2021, he has been advising renowned companies in various industries for Scalefree International. Prior to Scalefree, he also worked as a consultant in the field of data analytics. This allowed him to gain a comprehensive overview of data warehousing projects and common issues that arises.

Lorenz KindlingInstructor - Senior Consultant

With over two decades of experience in the IT industry, Sven's expertise lies in designing and implementing enterprise-wide data architectures, developing business intelligence solutions, and leveraging Data Vault 2.0 methodologies to optimize data warehousing practices. A certified Data Vault 2.0 practitioner, Sven also possesses deep experience in agile development methodologies, ensuring that projects are delivered efficiently and effectively. Their passion for helping businesses harness the power of their data has driven their commitment to delivering innovative solutions that drive strategic growth and decision-making.

Sven BörjessonInstructor - Partner

Frequently Asked Questions

How long does the training take?

2 full days, from 9am to 5pm.

How many breaks are included?

15 minutes in the morning, 15 minutes in the afternoon, 30 minutes for lunch.

Is there a certification exam in the end?

No, there is no certification needed to complete the training.

Will I receive materials and when?

Yes, you will receive 2 handouts. The materials will be digital but you can also receive printed handouts during the live training.

Do I have to prepare something for the training?

No, there is no preparation needed.

Do I have to take something special with me to the training?

You should take your laptop with you and be able to work with it in groups during the training.

What is included in the price?

Training materials digital and printed, drinks and food during the training.

What do I have to pay separately for?

Travel, accommodation, breakfast and dinner.

Interested in Our AGILE DATA WAREHOUSING Training?

Contact Us

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Phone: +49 (511) 879 89342
Mobile: +49 (175) 811 0336