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Is Data Mesh right for your organisation?
The theory behind Data Mesh continues to evolve but it's clear the concept is central to a modern data strategy. Deciding if a Data Mesh approach is right for your organisation is key.
What is Data Mesh?
Data Mesh is a modern approach to data management architecture and organisation design which places ownership in the hands of domain experts, sharing a self-service platform. But establishing and implementing a Data Mesh strategy isn't easy and involves both organisational change and must be backed up by a technology strategy focused on a modern data architecture. If you need help weighing up whether or not Data Mesh the right approach for your organisation, Amplifi can help.
The four pillars of Data Mesh
Data Mesh is an architectural approach to data infrastructure and organisation that aims to decentralise data ownership and improve data democratisation within organisations. It consists of four pillars, which are:
- Domain-Oriented Ownership: Empowerment of teams with domain knowledge to manage their own data
- Data as a Product: Data is treated as a product, with clear ownership, quality standards, and access mechanisms.
- Self Service Platforms: Provisioning of scalable infrastructure and tools for teams to access and analyse data independently.
- Federated Governance: Collaborative decision-making processes to ensure data quality, privacy, and compliance across teams.
Overall, the four pillars of Data Mesh aim to promote decentralised data ownership, empower data product teams, enable self-serve data infrastructure, and facilitate federated data discovery and access, all with the goal of improving data-driven decision-making and data democratisation within organisations.
Amplifi's Data Mesh Framework
As Data Mesh has evolved as a modern approach to data management, we have established a comprehensive framework which helps our clients assess readiness for a data mesh initiative and construct a clear roadmap to delivering against their data mesh vision.
Whether you're deciding if data mesh is right for your organisation or already come to that conclusion and need help bringing it to life, our proprietary framework provides a structure that will empower you to deliver value from data at scale.
Why choose Amplifi as your Data Mesh consultancy?
Data Mesh Strategy
Amplifi can help organisations decide if a Data Mesh strategy is right for them and lay the foundations for implementation.
- Readiness assessment – how ready are you for a Data Mesh approach?
- Organisational and service design
- Assist in definition of business/data domains
- Define roadmap
- Define required services
- Governance model and approach
Data Mesh Delivery
Amplifi can implement components of Data Mesh including:
- Operating model
- Governance model
- Service design / build
- Platform design / build (e.g. metadata management, data cataloguing)
- Change management
- Data products
Data Mesh Support
Technology implementation and governance models can be disruptive and require careful planning, communication, and constant reinforcement.
- Support the technical owners of the Data Mesh within a business
- Support individual services within the Data Mesh
- Provide ongoing operational and governance support for the Data Mesh ecosystem
Let's talk Data Mesh
Need help defining your strategy? Already started but need support delivering it? Amplifi is actively engaged in multiple Data Mesh engagements with our customers and happy to help support you on your journey.
Why choose Amplifi as your trusted data and AI consultancy?
Amplifi is a full service data and AI consultancy with collective expertise across multiple data disciplines in North America and EMEA. That means we play as a team to solve the most complex challenges for our clients. While other data consultancies talk about the potential of data and AI, we realize it. And by doing so we help companies to continually evolve, adapt and modernize the way they work.
We perfect our craft through tried and tested frameworks and innovative new ways of working that ensure best practice and keep you ahead of the curve. We partner with best-of-breed technology providers to ensure your modern data ecosystem delivers the returns you need.
More than anything, our whole team is focused on outcomes to ensure we have a collective commitment to achieving your business objectives through better data.
