Advanced custom dashboard built on top of DataHub to track overall governance progress and provide end-to-end visibility into key KPIs.
Enablement of overall federated governance and data mesh transformation across the enterprise data landscape. Aligns stakeholders around federated data ownership and accountability while fully respecting domain boundaries and decentralized responsibilities.
Monitors who owns which datasets, tables, and pipelines and whether essential documentation (descriptions, tags, business glossary terms) is present. Also, gives teams better visibility into metadata completeness and accountability gaps so they can address them proactively.
Managing complex data chains is difficult at scale. This dashboard makes it easy to monitor impact by identifying: - High-Impact Tables: Those with the most upstream/downstream connections. - Core Assets: Your most frequently utilized data sources.
Integrates data quality metrics and compliance indicators into governance reporting — so policy breaches, missing metadata, or outdated assets are visible at a glance.
Governance dashboard tailored per user profile, enabling multi-level insights by domain, data owner, data product, and application. Domain stewards, data owners, or executives can each explore governance KPIs from the perspective that matters most to them, ensuring relevant insights reach the right audiences.
Not locked to a specific BI vender. The dashboard integrates with familiar tools such as Power BI, Tableau, Superset, Metabase, and QlikView. Encourages adoption by allowing teams to use governance dashboards in environments they already depend on.
Strategic oversight of governance maturity, domain performance, high-risk assets, and KPI adherence within a federated data mesh model. Enables leadership to prioritize investments and monitor measurable governance outcomes.
Clear visibility into owned data products, documentation gaps, stewardship responsibilities, downstream impact, and compliance to ensure accountability and business context.
Ensure data products in their domain comply with governance standards, maintain metadata quality and completeness, monitor data lineage and usage, and coordinate with owners and engineers to support federated accountability in the data mesh.
Operational control over metadata completeness, lineage coverage, dependency mapping, classification standards, and change impact analysis to embed governance by design.
Access to certified and trusted datasets, visibility into lineage behind reports, identification of duplicate sources, and awareness of upstream change impact to ensure reliable insights.
Continuous monitoring of policy adherence, sensitive data classification, non-compliant assets, recurring violations, and governance improvement trends to proactively manage risk.
KPN is the Netherlands’ largest telecom provider, delivering fixed and mobile connectivity, and digital services nationwide. Serving millions of customers, with a mission to enable a safe, reliable, and future-proof digital Netherlands.
SumUp is a global fintech company helping small businesses accept payments and manage operations. Serving millions of merchants in over 30 countries, SumUp provides payment terminals, POS systems, and financial tools, with a mission to empower entrepreneurs through simple and transparent solutions.
Mahmoud worked for us, implementing the DataHub Data Catalog, as part of a initially a two person engineer team, and later all by himself. He did a great job in getting the system working, connecting it to all relevant systems, getting all relevant data into it and supporting the implementation in the organization, such that people actually started using the Data Catalog. This has been a very successful implementation, outperforming the expected results, giving KPN easy and complete insight into its Data landscape. Mahmoud is engineer that does not just implement the system, but plays a very active role in promoting the system and looking for potential. new opportunities and improvements. It has been een pleasure working with him.
Mahmoud helps us bring our Datahub and general Data Governance setup into a more stable and user-centric state. He is a team player and easily finds solutions for the challenges at hand. He is passionate about his work and brings a good atmosphere into the team.
Mahmoud truly took DataHub to the next level at SumUp! He quickly came up to speed on its non-trivial deployment added pipelines to extract more value and streamlined end-user processes for a better user experience.
I've gotten to know Mahmoud as both a proficient programmer and a savvy business guy. He combines technical skills with the ability to look at things from the customer's perspective, and act upon it. It was a pleasure working with him as he constantly strives to surprise in a positive sense. The word 'automagically' will never leave my vocabulary.
Mahmoud is a great person to work with and a gifted developer. Together with one of our teams, he delivered a great effort developing a highly innovative solution for one of our partners. Proactive mindset and next to his work within projects Mahmoud is always available to discuss different business development opportunities. Would highly recommend. Thanks for your contribution the past period within Recognize!
Mahmoud developed the API integration between two different software products that we use. I very much appreciate his responsibility, his striving for customer satisfaction, and his generosity. He's always available for questions and really takes time to explain things in detail and make sure I understand things well. If you want to work with people to whom you can entrust the work, this is your man.
Mahmoud is solution-oriented, and ICT-creative. Moreover, he is a very positive person determined to enjoy the quality of life, to make progressive personal development, and to focus on the human scale in these processes.
Working with Mahmoud was a pleasure, he was able to reliably complete his project punctually. The tasks ended up being a lot more convoluted and demanding than expected, but he worked around the clock with our team to deliver in time.
I worked together directly with Mahmoud at Recognize. He is a very positive and pragmatic all-round developer. He is very customer-oriented and is always happy to help the customer when needed. He seems to be able to do just about anything, from front-end to backend and from API calls to database manipulations. Most of all, he does all of this with great pleasure, and that gives the people around him energy as well!
Mahmoud is a flexible, kind, and broad-skilled developer. With an open attitude, he remains humble and curious while bringing a lot of experience and profound insight to further the entire team.
It has been a pleasure working with Mahmoud. He knows what he talks about or where to get answers. With his pragmatic and positive attitude, he was a valuable asset to the team.
Mahmoud heeft een goed oog voor efficiëntie, design en gebruiksgemak hij is toegewijd aan zijn werk en verricht het met precisie en plezier.
I got to know Mahmoud as a valued person with always a positive attitude. He always enters the project with an open mind. It was a pleasure to work with you.
Great person and mindset to work with!
I had the pleasure of working with Mahmoud, he consistently demonstrated an exceptional willingness to help and support others. Mahmoud made valuable contributions to the DataHub initiative, playing a key role in driving it forward and ensuring the team had clarity and support throughout the process. His involvement showcased both his technical engagement and his ability to work effectively across teams. I’m confident he would be a valuable addition to any team.
It has been a pleasure working with Mahmoud at KPN. He led the implementation of a data catalog that seamlessly connects numerous data sets and applications using various technologies. This innovation has significantly simplified the process of finding and utilizing relevant data for a wide range of use cases. Mahmoud is an optimist and highly enthusiastic about the things he is responsible for, which drives him to continuously enhance the product. He is always eager to assist when needed and is a great addition to any team.
I have had the pleasure of working on and off with Mahmoud for the last 2.5 years. In addition to his excellent technical skills Mahmoud is incredibly helpful communicative and always puts the solution for the end-user first.
Mahmoud has been always committed and hardworking to keep improving on Data Catalog for KPN. Mahmoud has been always open for productive conversations and flexible enough in adapting the changes for better results of Data Catalog. Working with open source tools is always very challenging and I believe Mahmoud knows well to navigate through those challenges and find success. Wishing him very good luck in his future opportunities.
Nice to have worked with you. Especially for the flexibility to solve the issue we had. :-)
Mahmoud is a very intelligent and hands-on person with a lot of knowledge about data and how to handle it above all he's a very kind/friendly person. This combination makes him a very appreciated colleague.
Love to work with Mahmoud. We have done a great work together, his briefing is very clear and full of references and besides that he pushes my work to the limit with great insights. Waiting here for our next project.
Mahmoud has been a great colleague of mine at KPN. With his knowledge and his drive for change he took all the work coming to him to the next step. Next to that, he is just a great guy to have deeper conversations with about any topic. I would highly recommend Mahmoud to any team.
Mahmoud helped Sumup and our data platform team leverage Datahub as a proper centralised governance solution. He helped us automate lot of process and feed way more data within Datahub. Personally I enjoyed the time we worked together it was pleasant and he always took the time to explain and detail what he did to the team.