Created in 2019, the concept of the data mesh is one of the most-discussed topics in data management. As more and more zettabytes of data are created every year, organizations everywhere are seeking better ways to accelerate turning data into better decisions, better products, and ultimately better organizations.
Over the last year, together with Accenture, we’ve created a number of helpful data mesh assets, and we wanted to pull them together to help you quickly get to what you need.
Data mesh 101: What is data mesh?
Ok you get it. Data mesh is important. But what is it? What does it mean to be a data mesh organization?
Data mesh is a social and technical data management approach that promotes decentralized, domain-driven, data-as-a-product design at scale and offers a path beyond the shortcomings of legacy, centralized architecture.
This approach maximizes the value of data by reducing friction for data creators and consumers by design. By decentralizing domain ownership, data mesh empowers business domains to control their data destiny by creating high-value, trustworthy data products that are easily consumed by the organization.
Flexibility is inherent to data mesh, encouraging an evolutionary approach, but it requires strategic commitment and investment.
Still interested in learning more? We have some great resources to get you up to speed on what data mesh is and why it’s important to your business:
- Data mesh overview
- Data mesh, not data mess: Podcast with Sonali Bhavsar, Managing Director for Global Data Governance, Accenture.
- The future of data: Video with Francesco Contin, Manager Data Engineer, Collibra; Jay Millitscher, Head of Data & Analytics, Collibra; and Simla Sivanandan, Senior Manager, Data Intelligence, Collibra.
“For a distributed data platform to be successful, domain data teams must apply product thinking with similar rigor to the datasets that they provide; considering their data assets as their products and the rest of the organization’s data scientists, ML and data engineers as their customers.”
– Zhamak Dehghani
Source: ‘How to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh.’ May 2019
Data mesh in practice: Implementing data mesh across your organization
You now know what data mesh is. You can define the data mesh organization and explain its benefits to your boss. But what is your next step? How do you actually incorporate data mesh into your data management strategy?
The first step is to understand the rich framework of data mesh, which is based on four guiding principles. You can read more about each of these principles in our blogs:
Principle 1: Domain-driven ownership
Put ownership in the control of the people closest to the work, the domain experts.
Principle 2: Data as a product
A product is something of a value that’s planned in a rigorous process over time. Data products should get the same treatment.
Principle 3: Self-service data infrastructure
The data mesh organization abstracts complexity for the domain owners and reduces friction for data consumers. When data products can be seamlessly developed, shared, and consumed, an organization puts itself in a position to truly foster innovation.
Principle 4: Federated computational governance
The concept of federated data governance enables each domain to maintain control over its own data while still adhering to a common set of standards and practices. FCG drives more efficient, effective data sharing across the organization, as well as greater transparency and accountability in decision-making.
Data mesh in partnership: Driving adoption with the help of a partner
You know what data mesh is. You know the four pillars to start your data mesh journey. Now you want to grow, but adoption isn’t always easy.
You can share your knowledge, strategy, and best practices with the business but how do you really get up and running and drive adoption?
We know data mesh can be complex — and that’s why we are partnering with Accenture to help you embark on your data mesh journey.
Can’t wait to learn more? Check out these additional resources.
- Webinar | Why data mesh and how to make it a reality
- Blog | Accenture and Collibra: Accelerating the data mesh journey
- Solution Brief | Accelerate your journey to data mesh powered by Collibra and Accenture
- On-demand Event | Accenture: Why Collibra’s Experience Plane is needed for a successful data mesh deployment
- On-demand webinar | Accenture’s Collibra data mesh & data product quick-start package
- On-demand Event | Why Collibra’s experience plane is needed for a successful data mesh deployment