Blogs
Garbage, Garbage Everywhere A common catchphrase within the IT community is “Garbage in, Garbage out”. You can best characterize most current data architectures as a collection...
Data Transformations Cause Analytics Data Trust Issues Most data used for analytics has been transformed and integrated from multiple source datasets. This process of data transformation...
Datasets that Work Together in a Distributed Data Fabric In a world of disparate, siloed datasets, the FAIR data principles have emerged as critical properties to...
Many data administration methods are developed without any scientific basis and, therefore, often fail to deliver. In contrast, Direct Dataset Interoperability Science was developed based on...
Maxxphase introduces advanced data fabrics as a new and very innovative type of data architecture. We design and implement Advanced Data Fabrics using Compatible Data Modeling...
Compatible Data Modeling is an innovative modernization of traditional data modeling methods. Fundamentally, Compatible Data Modeling addresses the lack of referential data integrity between datasets instantiated...
What Are Modular Datasets? Can you imagine a world where datasets seamlessly connect like Lego Blocks? Imagine forming a consistent data architecture without the usual data...
Data modeling has been in use for over four decades. While several styles have evolved, some significant data model flaws remain, and only our patented compatible...
In a recent website post The Five S’s of Nextdata, Zhamak Dehghani discussed data product containerization. Aspirationally, Zhamak states “Data product containers are the standard for...
Today, Businesses spend a lot of time, effort, and money on datasets supporting their business operations and analytics. Can your data modeling strategy impact that time,...
Most data management IT tasks are complex and tedious because the data foundation is disparate. Data commonality between datasets does not exist which isolates the data...
Comprehensive referential data integrity between and within datasets is ensured using Maxxphase's Data Compatibility methods, thereby fostering trust in the data. Modern technologies such as AI/ML...
The Siloed Data Foundation Ever since the dawn of digital data, datasets have been disparate – unable to interact with other datasets directly. We often...
Integrate and Aggregate Your Data in the Age of GDPR The IT world was rocked by the recent 1.3 billion dollar fine hitting Facebook’s parent...
Compartmentalized data is a hindrance to a business’s day-to-day operations. This hindrance is caused by a data mess that starts with operational data systems that do...
The tragic loss of life in the Parkland school shooting has once more brought U.S. gun laws into the spotlight. One of the major contributing factors...