{"id":5052,"date":"2021-04-09T05:59:38","date_gmt":"2021-04-09T03:59:38","guid":{"rendered":"https:\/\/www.metakraftwerk.de\/why-metakraftwerk\/"},"modified":"2022-09-13T15:00:51","modified_gmt":"2022-09-13T13:00:51","slug":"why-metakraftwerk","status":"publish","type":"page","link":"https:\/\/www.metakraftwerk.de\/en\/why-metakraftwerk\/","title":{"rendered":"Why MetaKraftwerk"},"content":{"rendered":"\t\t
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Why MetaKraftwerk?<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tData is an indispensable resource of the 21st century. Organizations must transform to data-driven entities if they want to stay competitive and tap new business. Therefore, a crucial goal is to unlock the potentials of data allowing information being used for well informed decisions.\r\n\r\nThe original data location and structure rarely fit the needs of an efficient advanced analytics. Data integration and data engineering transform the data into better suited platforms like data lakes and data warehouses.\r\n\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Metadata-driven Development<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tMetadata-driven data integration tools, like Informatica offer almost unlimited access to all imaginable data sources and provide a visual, low-coding platform. This allows a highly efficient development compared to hand coding approaches.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\tThese established platforms provide essential features to operationalize and monitor data integration processes. Moreover, the metadata approach allows for the complete cataloging of the whole system environment to the point of a detailed lineage for all its data.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Problem with Manual Development<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tA huge achievement of metadata-driven data integration tools is the access to a huge amount of data sources and the handling of the data in an abstract, visual form. The data integration developer is relieved of technical details. Nevertheless, developers still have to design, implement and test each data integration process manually. Big projects can only scale by continually adding more developers.\r\n\r\nThis results in solving similar problems multiple times and standards are never quite followed. Repetitive work increases the error rate. Making additional management and communication efforts necessary.\r\n\r\nIn essence, data integration is a big cost driver and projects take months or even years to complete, often with high burn rates.\r\n\r\nOver time emerges that problems are similar. Pattern become apparent. For many groups of problems the usage of a standardized and automated development approach is favored.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tA huge achievement of metadata-driven data integration tools is the access to a huge amount of data sources and the handling of the data in an abstract, visual form. The data integration developer is relieved of technical details. Nevertheless, developers still have to design, implement and test each data integration process manually. Big projects can only scale by continually adding more developers.\r\n\r\nThis results in solving similar problems multiple times and standards are never quite followed. Repetitive work increases the error rate. Making additional management and communication efforts necessary.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tIn essence, data integration is a big cost driver and projects take months or even years to complete, often with high burn rates.\r\n\r\nOver time emerges that problems are similar. Pattern become apparent. For many groups of problems the usage of a standardized and automated development approach is favored.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Automated Development with MetaKraftwerk<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tLeave the treadmill of repetitive development! Just create one design pattern for each class of similar data integration processes. For implementation and test, you keep using your metadata driven data integration tool. In MetaKraftwerk, you define how the individual data integration processes will be built automatically based on the design pattern. MetaKraftwerk works fully metadata-driven and offers you a user-friendly, visual SaaS-platform.\r\n\r\nInstance metadata define the individual data integration process properties like data fields and data types. During its build process using the design pattern and instance metadata, MetaKraftwerk computes the fully executable data integration processes in seconds. Development work that took before month or years is now available after seconds! The most efficient data integration development method!\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Effort Analysis of Development Approaches<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tAnalyzing effort and costs in data integration development, we examine separately the phases design, implementation, and test. The chart highlights these development phases for three typical approaches. Moreover, the efforts for the creation of a template or design pattern and three, executable data integration processes, also called instances, are outlined.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Effort Analysis of Development Approaches<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tAnalyzing the effort and costs in data integration development projects, we examine separately the phases design, implementation, and test. The chart highlights these development phases for three typical approaches. Moreover, the efforts for the creation of a template or design pattern and three, executable data integration processes, also called instances, are outlined.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Template-based development<\/a><\/div>\n\t\t\t\t\t\t\t\t\t
Pattern-based manual development<\/a><\/div>\n\t\t\t\t\t\t\t\t\t
Pattern-based automated development<\/a><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t
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Template-based development<\/div>\n\t\t\t\t\t

A common development approach in data integration projects is the use of templates. These semi-technical specifications define the general design of the data integration processes. The functionality itself is only implemented and tested in the actual processes. The effort reduction concerning the implementation and test, but even the design is limited.<\/p>\n<\/div>\n\t\t\t\t\t\t\t\t\t

Pattern-based manual development<\/div>\n\t\t\t\t\t

Applying the explained pattern-based approach with manual instantiation allows effort reductions by designing, implementing and testing the functionality in the pattern. The functionality itself doesn’t need to be addressed within each single instance.
\nNevertheless, manual effort is still necessary to adjust the processes to handle the dedicated data structure and data fields. Pattern with non-trivial functionality and respectively high complexity need to be implemented with great accuracy to minimize test efforts.<\/p>\n<\/div>\n\t\t\t\t\t\t\t\t\t

Pattern-based automated development<\/div>\n\t\t\t\t\t

The manual development efforts for the instantiation are eliminated with the pattern-based automated development. The instances are created based on metadata and the automatic application of rules. Divergences from the pattern are eliminated. Therefore, test effort is minimal and only addresses the actual impact of the instance metadata. The effort for the pattern creation fully pays back and an outstanding cost function is realized.<\/p>\n<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Economies of Scale<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Economies of Scale<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tThe different efforts and their relationship to the quantity of produced instances determine the cost function of the development approach. The larger the number of intended instances, the larger the scale effect and the bigger the advantage of the automation by MetaKraftwerk. The invested effort into a careful design, implementation and test of the pattern is negligible, but the benefit of the automated implementation of the instances massive.\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Benefits of MetaKraftwerk<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\tTremendous
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\n\t\t\t\t\t\t\tTremendous Cost Savings\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\tReduce your development and test costs significantly. This is the crucial success factor for your data platform.\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\tFastest
Time-To-Market\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t
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\n\t\t\t\t\t\t\tFastest Time-To-Market\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\tExecute projects in record time. New technical and business-driven requirements can be fulfilled significantly faster because they are automatically implemented. Also, change requests and maintenance tasks can be addressed directly by changing the relevant metadata and apply the changes to all necessary objects of the data platform.\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\tAgile
Development\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t
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\n\t\t\t\t\t\t\tAgile Development\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\tAct immediately, fast and with known implications to new requirements. Small, dynamic teams specify and design. MetaKraftwerk creates the data integration processes within seconds.\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\tPower of
Standardization\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t
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\n\t\t\t\t\t\t\tPower of Standardization\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\tDevelop ideal design patterns and not many different \u201cunique works of art\u201d. Exclusively the specific metadata of the processes distinguish the process instances, and not the individual quality of the development. Standardization combined with automation allow lowest development and test efforts.\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\tExcellent
Quality\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t
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\n\t\t\t\t\t\t\tExcellent Quality\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\tManual errors within the development are eliminated due to the development and test of one ideal solution pattern that is based on metadata multiplied automatically by MetaKraftwerk.\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\tFull
Functionality\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t
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\n\t\t\t\t\t\t\tFull Functionality\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\tThe Informatica platforms Informatica Cloud (IICS), PowerCenter, Developer (BDM\/DEI) are fully supported.\r\nDevelop your data integration following your requirements and specifications. MetaKraftwerk allows any functionality that is available in your data integration tool.\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Do you have further questions?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\tContact us for more information or a personal presentation of the MetaKraftwerk platform\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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<\/div>\n\t\t
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\n\t\t\tGet a Demo<\/span>\t\t<\/div>\n\t\t
\n\t\t\tGet a Demo<\/span>\t\t<\/div>\n\t<\/a>\n<\/div>\n<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Why MetaKraftwerk? Data is an indispensable resource of the 21st century. Organizations must transform to data-driven entities if they want to stay competitive and tap new business. Therefore, a crucial goal is to unlock the potentials of data allowing information being used for well informed decisions. 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