Resources Library
Explore all our resources and materials to learn about Data Products, data management and AI-ready data.
October 28, 2025
The X-Ray Vision Your SAP Migration Desperately Needs
Why migrating SAP BW without proper assessment is like surgery without X-ray. Learn how visibility transforms risky migrations into surgical precision.
October 9, 2025
When Data Teams Break: How Data Products Can End the Burnout Crisis
Data team burnout is reaching crisis levels. Discover how data products reduce stress, share ownership, and restore mental wellness.
September 21, 2025
Ready Your Data for AI with Data Products
Learn how to make your data AI-ready with data products. Watch the on-demand webinar with expert insights, demo & best practices.
August 19, 2025
Smart SAP BW Migration – Preserving Business Intelligence Through Strategic Data Products
Transform your SAP BW migration into a strategic advantage. Learn how to preserve decades of business logic through data products while accelerating migration by 20%.
August 11, 2025
SAP BW Migration Strategy: Turn Your Biggest Challenge into Data Product Success
Data bias quietly skews insights and risks your business. Learn how to spot it, stop it, and build smarter, fairer data products.
August 11, 2025
Breaking the SAP BW Bottleneck: A Smarter Path to Modern Data Products
This webinar is for everyone who manages complex SAP BW landscapes and is facing a migration. Join One Data & BARC for a webinar with expert insights, demo & best practices.
August 8, 2025
Gartner® Hype Cycle™ for Data Management, 2025
Download the complimentary Gartner® Hype Cycle™ for Data Management, 2025
July 31, 2025
AI Readiness Assessment: Why Data Maturity Matters More Than Technology
Data bias quietly skews insights and risks your business. Learn how to spot it, stop it, and build smarter, fairer data products.
June 10, 2025
Uncovering Data Bias: Building Fairer, Smarter Data Products
Data bias quietly skews insights and risks your business. Learn how to spot it, stop it, and build smarter, fairer data products.
June 4, 2025
A Holistic Approach to Scalable Data Products
Learn how One Data supercharges data platforms such as Databricks, Snowflake or dbt Labs for AI-ready enterprises with data products.
May 20, 2025
AI-Ready Data: 5 Takeaways from the Gartner® Report Data Leaders Can’t Ignore
Discover five key takeaways from the Gartner® AI ready data research note and what data leaders must do to make data ready for AI.
April 28, 2025
If Data Is the New Oil, Why Are We Still Drilling with Teaspoons?
Companies have more data than ever, yet real insights remain out of reach. Find out why refining data is the key to unlocking value.
April 24, 2025
Data Products as the Missing Link to Scale AI
What does it really take to make your data AI-ready? Let’s dig into the why, the how, and what comes next.
April 14, 2025
Doctors and Teachers May Be Replaced By AI
Bill Gates says AI will replace doctors and teachers within 10 years — but who builds the AI? Discover why data leaders and their data products are the true foundation of the AI-powered future.
March 31, 2025
Making Your Data AI-Ready Through Data Products
In this in-depth guide, you’ll learn how forward-thinking organizations are using data products as a winning strategy to transform fragmented data into AI-ready assets – unlocking speed, scalability, and competitive advantage in the AI age.
March 3, 2025
The Hidden Cost of Data Sprawl
Enterprise data is expanding at an unprecedented rate. Not all data is valuable, and much of it is redundant, outdated, or mismanaged. Learn about the true costs of unchecked data sprawl.
February 18, 2025
Expert Talk | Top Data Trends to Watch in 2025
In this insightful conversation, Dr. Andreas Böhm and Christian Schneider discuss the critical trends that will shape the future of data in 2025.
December 19, 2024
Ethical AI, Explainable AI, and the EU AI Act
Organizations are challenged with ethical AI, explainable AI, and new regulations such as the EU AI Act. Here's how to navigate this with data products.
December 9, 2024
Top 9 Data Product Trends 2025
The whitepaper highlights 9 data product trends to stay ahead of the curve and position your organization for success in the fast-evolving data landscape.
December 9, 2024
Faces Behind Features | Data Product Request
In this video, Marco walks us through the Data Product Request in One Data — a streamlined approach to bridging the gap between business needs and technical implementation supported by AI.
November 29, 2024
Book Recommendations for Data Leaders
Discover the top data books for 2024 that data leaders and experts need to read over the holiday break to prepare for a successful data strategy in 2025. Explore essential reads on data management, data products, AI ethics, and more.
November 20, 2024
200 Zettabytes of Data by 2025
Global data storage will exceed 200 zettabytes by 2025. With data products, you can turn information overload into a business goldmine.
November 18, 2024
The Data Product Manager’s Cheat Sheet
The Complete Data Product Manager's Cheat Sheet: A short overview on skillsets and strategies Data Leaders can steal from Product Managers.
November 18, 2024
Faces Behind Features | Access Management
Amir, Product Owner at One Data, demonstrates Access Management, a powerful feature to ensure data access is both secure and compliant.
October 28, 2024
One Data Is “Business Value Leader” According to BARC Survey
One Data has earned multiple recognitions in the BARC Data Intelligence, Catalogs and Marketplaces Survey 25 and is a "Business Value Leader".
October 25, 2024
Faces Behind Features | Data Contracts
Kristina introduces data contracts in One Data as a structured approach to enhance data quality and trust in data products.
October 21, 2024
Evolving to Value with One Data
Ziye Wang discusses how One Data is designed to help data leaders overcome common obstacles, from data silos to misalignment between data and business teams.
October 21, 2024
The Vision and Value of Data Products
Dr. Andreas Böhm discusses the critical shift from treating data as a cost center to a value center and how data leaders can make their impact visible.
October 21, 2024
Bringing Product Thinking to Data Products | Nir Eyal
Nir Eyal’s keynote shows how data teams can apply the principles from his book Hooked to create data products that are functional and habit-forming.
October 21, 2024
Panel Discussion | Data Product Impact Summit
A unique panel of thought leaders explores real-world strategies for delivering tangible business value with data products.
October 11, 2024
The Data Product Impact Summit
The impact of data products is real! Watch the Data Product Impact Summit to make it your reality.
October 9, 2024
Companies Fail to Maximize Data Value
It is evident that businesses recognize the potential of their data, yet they often overestimate their utilization and expertise in this field. But still: Many fail to leverage the full potential of their data.
September 26, 2024
Data Product Roles and Responsibilities
Data & AI Strategy Consultant Arielle Rolland explores key actors in data products, their roles, and responsibilities.
September 24, 2024
From Data to Decisions
Willem Koenders, Global Leader in Data Strategy, dives into the concept of engaging data stakeholders early for maximum impact.
August 26, 2024
Faces Behind Features | Business Case Builder
How does the Business Case Builder in One Data work? Learn how it optimizes data product development and helps align business value.
August 26, 2024
New One Data Feature: Business Case Builder
The Business Case Builder enables teams to streamline the design, development, documentation, and monitoring of data products.
August 19, 2024
BARC Study: Data Mesh and Data Fabric
Download the BARC study "Data Mesh and Data Fabric: From Theory to Application".
August 12, 2024
How Can AI Help Build Data Products?
Our Product Manager, Aleksandra Ershova, is providing insights on how AI can help you build data products faster.
August 7, 2024
Workbook: Data Product Strategy
This workbook is your essential companion for articulating and measuring the value of data products, ensuring you maximize ROI and drive business success.
August 3, 2024
Data Products for Retail
Join us for an insightful webinar titled "Data Products for Retail," featuring Benedikt Edelmann and Christian Hirselandt, BI & Analytics experts from CIMT AG, a trusted partner of One Data. Discover how data products serve as the cornerstone for retail-specific analytics use cases such as 360-degree customer view and sales forecasting.
August 3, 2024
Data Products for Production Planning
This webinar, organized by One Data, will discuss the benefits of data product building for production planning. Embark on a journey into the next frontier of production planning, where our vision is shaped by years of experience in the field of data-driven decision making and fruitful collaborations with a production planning expert.
July 16, 2024
One Data Closes EUR 32 Million Series B Extension
One Data closes EUR 32 Million Series B Extension co-led by Vsquared Ventures, Molten Ventures, HV Capital & existing investors.
July 11, 2024
One Data Recognized as Sample Vendor For Data Products by Gartner
Learn more about One Data's recognition as a stand-alone vendor for data product creation at the Gartner D&A Summit 2024.
July 3, 2024
Data Products for Supply Chain
This webinar, organized by One Data, will discuss the benefits of data product building for supply chain. Embark on a journey into the next frontier of supply chain, where our vision is shaped by years of experience in the field of data-driven decision making and fruitful collaborations with a supply chain expert.
July 3, 2024
Data Products for Financial Steering
Together with ebm papst, we'll explore use cases of data products in financial steering. Gain insights from seasoned professionals in data-driven financial management,and learn how to leverage data products to enhance your financial strategies.
July 3, 2024
Data Products for Process Mining
This webinar shows the benefits of data product building for process mining. With specific projects in the pipeline, this on-demand webinar illuminates the potential and value awaiting data product users.
June 25, 2024
Q&A From Expert Panel: Benefits of Data Democratization
Learn about data democratization from experts Tiankai Feng (ThoughtWorks), Christian Schneider (Dataciders), and Andreas Böhm (One Data).
June 19, 2024
Benefits of Democratizing Data Access
This webinar, organized with Thoughtworks, Dataciders, and One Data, will discuss the benefits of democratizing data access. The panel will address how data democratization impacts organizational effectiveness, explore the relationship between data governance and data products, and discuss principles essential for modern data governance.
June 17, 2024
What Data Leaders Can Learn From Great Product Managers
In this article, we will explore what a Data Product Manager is, what data product management entails, and why these concepts are crucial.
June 5, 2024
How Data Products Empower Gen AI
Watch the webinar on demand "How Data Products empower GenAI", produced with our partners Quinscape & Veezoo.
June 3, 2024
One Data Recognized as a Stand-Alone Vendor Focused on Data Product Creation
Learn more about One Data's recognition as a stand-alone vendor for data product creation at the Gartner D&A Summit 2024.
May 29, 2024
How to Kick Start LLMs With Data Products
Learn how to kick start with LLMs inside your organization by pioneering innovative data products with One Data.
May 23, 2024
Business Value of Data Products
Data products tailored to your goals help your business navigate challenges, drive insights, and unlock strategic value.
April 24, 2024
Data Product Thought Leaders to Follow in 2024
Discover the future of data-driven decision-making with this list of 22 data product leaders for 2024. Essential reading for professionals eager to stay ahead in data innovation.
March 26, 2024
Reusable Data Products
Watch the video and get input from thought leader Mike Ferguson (Founder of Intelligent Business Strategies & Big Data LDN) on the collaborative development of reusable data products.
March 19, 2024
Whitepaper: Benefits of Democratizing Data Access
This whitepaper argues that democratizing data access is not just a technical endeavor, but a strategic imperative that is critical to fostering innovation, driving business agility, and sustaining competitive advantage.
March 18, 2024
What is the Business Value of Data Products?
By transforming raw data into actionable insights, data products enable organizations to separate meaningful signals from the noise and improve strategic decision-making.
March 13, 2024
BARC Research Note: The Rise of Data Products
In this BARC Research Note you will learn all about "The Rise of Data Products" and Carsten Bange's theory of the 10 year cycle.
March 13, 2024
Whitepaper: Coordinating Collaborative Development of Reusable Data Products to Shorten Time to Value
Learn why reusable data products and AI-driven strategies for collaborative data product development are helping data teams enable business with data in 2024.
March 5, 2024
The Rise of Data Products
Watch the recording of our thought leadership webinar and support your data strategy with input from well-known and trusted analysts. Thought leader Carsten Bange takes you on a journey with his interview partner Lars Milde.
March 5, 2024
(Data-) Productize Your Business – “Data Product Builders in Action” – Customer Spotlight
Watch the customer spotlight session from our virtual product launch event. Here, we showcase a glimpse into the real-world-application of Data Mesh and data products together with selected customers and partners.
March 5, 2024
(Data-) Productize Your Business – “Meet, Greet, Build” – Product Spotlight
Discover how our first-to-market Data Product Builder equips data experts to effortlessly build, discover, prepare, and deploy data products. Experience the seamless integration of AI into your data processes and unlock the true potential of your data.
March 5, 2024
(Data-) Productize Your Business – One Data’s new AI-powered Data Product Builder
Watch now and launch into a new sphere. Embrace the future of data-driven innovation as we unveil the AI-powered Data Product Builder, reshaping your approach to data management.
March 5, 2024
How Data Products Advance Your Tableau Investment
Watch the on-demand webinar and learn how data products advance your Tableau investment and how to achieve that with One Data.
March 5, 2024
Goodbye Data Silos – First steps and practical tips for Data Mesh and Data Products
How to get productive with Data Products? Focus on organizational topics and let the partners CIMT AG & One Data tackle the tech.
February 29, 2024
How SCHOTT AG is Maximizing Manufacturing Efficiencies through Data (Products)
Watch the webinar on-demand to see how the glass specialist is now building data products to strengthen data competence and improve data use in the individual departments within their company. This paves the way for faster implementation of all data-based projects and a true data culture in the company.
February 14, 2024
Connecting the Disconnected | Dr. Andreas Böhm
This episode unravels Andreas’s deep-rooted passion for intelligent data utilization, his entrepreneurial insights, and the conception of One Data’s AI-powered Data Product Builder.
February 14, 2024
Connecting the Disconnected | Ziye Wang
In this episode, we sit down with Ziye Wang, Head of Product Management at One Data, whose expertise bridges data science and product management. Ziye unpacks the competitive edge of data products and highlights AI advancements.
February 2, 2024
What is a Data Contract?
Data contracts define rules regarding data products, their meanings, formats and protocols for data exchange and integration.
February 2, 2024
What is Data Fabric?
Data Fabric is an end-to-end concept for data management. It supports the integration of different and heterogeneous data pipelines, services and environments through automation.
February 1, 2024
What is Data Mesh?
Data Mesh is a decentralized approach to organize and manage data. Find out about the principles of Data Mesh, why you need it and how to get started.
December 6, 2023
Connecting the Disconnected | Dr. Florian Stegmaier
In this episode, we engage with Dr. Florian Stegmaier, Head of Software at One Data, known for his expertise in data product management software and a unique journey from developer to leadership.
December 6, 2023
BARC Study: Data Mesh
In the study “Data Mesh: Game Changer or Just Hot Air?” BARC provides answers and insights backed by significant stats.
December 6, 2023
BARC Research Note: Demystifying Data Mesh
Currently, the Data Mesh topic is attracting great attention and creating a lot of buzz in the IT world. To approach this important topic with rationality, analysts from BARC have created this research note.
December 5, 2023
eBook: Data Mesh
One Data enables you to implement Data Mesh on a technical level. This eBook contains everything you need to know to go live within the space of a few pages.
December 5, 2023
Whitepaper: How to Treat Data as a Product
Pave the way for data-driven value generation and get started with building data products by downloading the free whitepaper on “How to Treat Data as a Product”.
December 5, 2023
Whitepaper: Data Products – Catalyst for Change
Learn how to speed up data preparation, increase data quality and enable your business to gain insights out of data: Here are 7 ways data products will help.
December 4, 2023
What is a Data Product?
Data products are reliable, reusable resources that can be leveraged for data-driven decision making by both data experts and business users.








































































