After more than ten years of research and working on data projects with clients (who made their journey to the new digital era) our experts noticed some recurrent pain points and challenges in the areas of data access, usage, and governance. Here below you can find some of the challenges that we encounter trough pour experiences:
To instore or build a data culture in a department and/or organization you have to let the data talk itself and trust the steering of the analytical statistics it generates. Being successful as a data-driven entity requires open access to data to use and process it. One of the most important aspects of creating a data-centric culture is data lineage.
To put data at the centre of a business, security models must be able to track data throughout the organisation. But how do you track the lineage of your data? You also have to make sure that your data usage is compliant and follows the GDPR rules.
Support all the data usages, including services, BI reporting, and data analytics. If you want to create value from your data you have to :
Standardise and industrialise your data science models. Once all the data science work is done, another step needs to be taken to reap the benefits of data-driven decision-making. The models must be integrated with the IT systems to consume the new data and return insights to decision-makers. To complete your industrialization of your data science model you will need to answer the following questions:
These challenges have been known for years, across industries, use cases, and departments. We have observed that time-to-market, cost and feasibility of your data science projects all depend on your processes, people… and tools.
To help solve those challenges in a fast and easy way, Sabri Skhiri designed a Data Architecture Vision (DAV). It led to the creation of Digazu, a spinoff that emerged from EURA NOVA’s solution incubator, and its data platforms:
Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.
Cookie | Duration | Description |
---|---|---|
cookielawinfo-checbox-analytics | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics". |
cookielawinfo-checbox-functional | 11 months | The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional". |
cookielawinfo-checbox-others | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other. |
cookielawinfo-checkbox-necessary | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary". |
cookielawinfo-checkbox-performance | 11 months | This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance". |
viewed_cookie_policy | 11 months | The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data. |
Functional cookies help to perform certain functionalities like sharing the content of the website on social media platforms, collect feedbacks, and other third-party features.
Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.
Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc.
Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. These cookies track visitors across websites and collect information to provide customized ads.
Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet.