Artificial Intelligence & Machine Learning
\nIntelligent analyses on a solid database<\/h2><\/div><\/div><\/div><\/div><\/div>From the database to intelligent decisions<\/h3><\/div>Artificial intelligence (AI) and machine learning (ML) are among the key drivers of innovation in business intelligence and corporate performance management today. However, sustainable AI successes are not the result of isolated “lighthouse projects”, but are based on a well-founded, harmonized and quality-assured database. <\/p>\n
DATA MART Consulting accompanies companies on this path – from the definition of objectives to the integration and preparation of data through to the development, training and operationalization of intelligent models.<\/p>\n
\nOur credo: <\/span>AI excellence only comes from data excellence.<\/b><\/p>\n<\/div><\/div><\/div>![](\"https:\/\/www.datamart.de\/wp-content\/uploads\/2025\/06\/predictive-analytics-beratung.jpg\" "\\"predictive-analytics-beratung\\"")
<\/span><\/div><\/div><\/div><\/div><\/div>Holistic approach instead of isolated use cases<\/h3><\/div>Many companies start with individual AI projects or experimental proof of concepts. However, without a strategically anchored data architecture, such isolated solutions rarely lead to lasting added value. <\/p>\n
DATA MART Consulting therefore pursues a holistic approach:<\/strong><\/p>\n<\/div>- <\/i><\/span>Central data platforms as a foundation <\/b>– we create the prerequisites with modern data warehouse and data warehouse architectures in the cloud.<\/div><\/li>
- <\/i><\/span>Integrated analytics<\/b> – AI and ML models are integrated into existing BI processes so that they directly benefit decision-makers.<\/div><\/li>
- <\/i><\/span>Sustainable data quality<\/b> – We ensure the long-term usability and scalability of your AI solutions through harmonized and governance-compliant data models.<\/div><\/li><\/ul><\/div><\/div>
Our services in the field of AI & machine learning<\/h3><\/div>DATA MART offers you vendor-independent expertise along the entire value chain of data-driven intelligence:<\/p>\n<\/div>
- <\/i><\/span>\n
Strategy & target definition
\n<\/strong>Development of a clear roadmap for the use of AI and ML in the company – aligned with your business objectives and data strategy.<\/p>\n<\/div><\/li>- <\/i><\/span>\n
Data integration & data architecture<\/b>
\nDevelopment of modern, cloud-based platforms (e.g. on Microsoft Azure, AWS or Google Cloud) as a stable basis for analytical models.<\/p>\n<\/div><\/li>- <\/i><\/span>\n
Model development & training<\/b>
\nSelection, training and validation of suitable models – from predictive analytics to complex machine learning processes for specific use cases.<\/p>\n<\/div><\/li>- <\/i><\/span>\n
Operationalization & coaching<\/b>
\nIntegration of the models in BI systems and dashboards as well as coaching of specialist users for independent use and further development.<\/p>\n<\/div><\/li><\/ul>Depending on the technical objective, different methods and tools are used. Examples of the different specialist objectives range from ML-supported forecasting and predictive maintenance to the evaluation of customer reviews on web platforms and AI-supported fraud prevention for insurance companies. <\/p>\n<\/div><\/div><\/div><\/div><\/div>
Depending on the technical objective, different methods and tools are used. Examples of the different specialist objectives range from ML-supported forecasting and predictive maintenance to the evaluation of customer reviews on web platforms and AI-supported fraud prevention for insurance companies.<\/h4><\/div><\/div><\/div><\/div><\/div>![\"DATA](\"https:\/\/www.datamart.de\/wp-content\/uploads\/2024\/09\/Julia_Smith_Photography_DATA_MART-78_websize.jpg\" "\\"DATA")
<\/span><\/div><\/div><\/div>![\"DATA](\"https:\/\/www.datamart.de\/wp-content\/uploads\/2024\/09\/Julia_Smith_Photography_DATA_MART-88_websize.jpg\" "\\"DATA")
<\/span><\/div><\/div><\/div><\/div><\/div><\/div>Our range of services<\/h3><\/div>DATA MART Consulting<\/b> accompanies the entire path to a successful Governed Self Service BI strategy – professionally, technologically and organizationally.<\/p>\n
Our services at a glance:<\/b><\/p>\n<\/div>- <\/i><\/span>Conception and introduction of governance frameworks<\/div><\/li>
- <\/i><\/span>Development of harmonized key figure systems<\/div><\/li>
- <\/i><\/span>Data modeling and architecture design on modern platforms<\/div><\/li>
- <\/i><\/span>Development of self-service BI environments with tiered role models<\/div><\/li>
- <\/i><\/span>Dashboard and reporting development for all user groups<\/div><\/li>
- <\/i><\/span>Training and coaching of specialist users<\/div><\/li><\/ul>
Goal<\/b>: A scalable, transparent BI architecture that combines governance and agility.<\/p>\n<\/div><\/div><\/div><\/div><\/div>Experience you can trust<\/h3><\/div>Since 1997<\/b>, DATA MART Consulting has stood for reliability, competence and independence in the implementation of data-driven solutions.
\nWe support medium-sized companies as well as international corporations<\/b> in continuously modernizing their data architectures and meeting business requirements with suitable data modeling and BI tools.<\/p>\n
Our consultants combine technological expertise with a deep understanding of processes – so that data becomes knowledge and knowledge becomes impact.<\/p>\n<\/div>
From the database to intelligent decisions<\/h3><\/div>Artificial intelligence (AI) and machine learning (ML) are among the key drivers of innovation in business intelligence and corporate performance management today. However, sustainable AI successes are not the result of isolated “lighthouse projects”, but are based on a well-founded, harmonized and quality-assured database. <\/p>\n
DATA MART Consulting accompanies companies on this path – from the definition of objectives to the integration and preparation of data through to the development, training and operationalization of intelligent models.<\/p>\n
\nOur credo: <\/span>AI excellence only comes from data excellence.<\/b><\/p>\n<\/div><\/div><\/div><\/span><\/div><\/div><\/div><\/div><\/div>Holistic approach instead of isolated use cases<\/h3><\/div>Many companies start with individual AI projects or experimental proof of concepts. However, without a strategically anchored data architecture, such isolated solutions rarely lead to lasting added value. <\/p>\n
DATA MART Consulting therefore pursues a holistic approach:<\/strong><\/p>\n<\/div>- <\/i><\/span>Central data platforms as a foundation <\/b>– we create the prerequisites with modern data warehouse and data warehouse architectures in the cloud.<\/div><\/li>
- <\/i><\/span>Integrated analytics<\/b> – AI and ML models are integrated into existing BI processes so that they directly benefit decision-makers.<\/div><\/li>
- <\/i><\/span>Sustainable data quality<\/b> – We ensure the long-term usability and scalability of your AI solutions through harmonized and governance-compliant data models.<\/div><\/li><\/ul><\/div><\/div>
Our services in the field of AI & machine learning<\/h3><\/div>DATA MART offers you vendor-independent expertise along the entire value chain of data-driven intelligence:<\/p>\n<\/div>
- <\/i><\/span>\n
Strategy & target definition
\n<\/strong>Development of a clear roadmap for the use of AI and ML in the company – aligned with your business objectives and data strategy.<\/p>\n<\/div><\/li>- <\/i><\/span>\n
Data integration & data architecture<\/b>
\nDevelopment of modern, cloud-based platforms (e.g. on Microsoft Azure, AWS or Google Cloud) as a stable basis for analytical models.<\/p>\n<\/div><\/li>- <\/i><\/span>\n
Model development & training<\/b>
\nSelection, training and validation of suitable models – from predictive analytics to complex machine learning processes for specific use cases.<\/p>\n<\/div><\/li>- <\/i><\/span>\n
Operationalization & coaching<\/b>
\nIntegration of the models in BI systems and dashboards as well as coaching of specialist users for independent use and further development.<\/p>\n<\/div><\/li><\/ul>Depending on the technical objective, different methods and tools are used. Examples of the different specialist objectives range from ML-supported forecasting and predictive maintenance to the evaluation of customer reviews on web platforms and AI-supported fraud prevention for insurance companies. <\/p>\n<\/div><\/div><\/div><\/div><\/div>
Depending on the technical objective, different methods and tools are used. Examples of the different specialist objectives range from ML-supported forecasting and predictive maintenance to the evaluation of customer reviews on web platforms and AI-supported fraud prevention for insurance companies.<\/h4><\/div><\/div><\/div><\/div><\/div><\/span><\/div><\/div><\/div><\/span><\/div><\/div><\/div><\/div><\/div><\/div>Our range of services<\/h3><\/div>DATA MART Consulting<\/b> accompanies the entire path to a successful Governed Self Service BI strategy – professionally, technologically and organizationally.<\/p>\n
Our services at a glance:<\/b><\/p>\n<\/div>- <\/i><\/span>Conception and introduction of governance frameworks<\/div><\/li>
- <\/i><\/span>Development of harmonized key figure systems<\/div><\/li>
- <\/i><\/span>Data modeling and architecture design on modern platforms<\/div><\/li>
- <\/i><\/span>Development of self-service BI environments with tiered role models<\/div><\/li>
- <\/i><\/span>Dashboard and reporting development for all user groups<\/div><\/li>
- <\/i><\/span>Training and coaching of specialist users<\/div><\/li><\/ul>
Goal<\/b>: A scalable, transparent BI architecture that combines governance and agility.<\/p>\n<\/div><\/div><\/div><\/div><\/div>Experience you can trust<\/h3><\/div>Since 1997<\/b>, DATA MART Consulting has stood for reliability, competence and independence in the implementation of data-driven solutions.
\nWe support medium-sized companies as well as international corporations<\/b> in continuously modernizing their data architectures and meeting business requirements with suitable data modeling and BI tools.<\/p>\n
Our consultants combine technological expertise with a deep understanding of processes – so that data becomes knowledge and knowledge becomes impact.<\/p>\n<\/div>
Artificial intelligence (AI) and machine learning (ML) are among the key drivers of innovation in business intelligence and corporate performance management today. However, sustainable AI successes are not the result of isolated “lighthouse projects”, but are based on a well-founded, harmonized and quality-assured database. <\/p>\n
DATA MART Consulting accompanies companies on this path – from the definition of objectives to the integration and preparation of data through to the development, training and operationalization of intelligent models.<\/p>\n
Many companies start with individual AI projects or experimental proof of concepts. However, without a strategically anchored data architecture, such isolated solutions rarely lead to lasting added value. <\/p>\n DATA MART Consulting therefore pursues a holistic approach:<\/strong><\/p>\n<\/div> DATA MART offers you vendor-independent expertise along the entire value chain of data-driven intelligence:<\/p>\n<\/div> Strategy & target definition Data integration & data architecture<\/b> Model development & training<\/b> Operationalization & coaching<\/b> Depending on the technical objective, different methods and tools are used. Examples of the different specialist objectives range from ML-supported forecasting and predictive maintenance to the evaluation of customer reviews on web platforms and AI-supported fraud prevention for insurance companies. <\/p>\n<\/div><\/div><\/div><\/div><\/div> DATA MART Consulting<\/b> accompanies the entire path to a successful Governed Self Service BI strategy – professionally, technologically and organizationally.<\/p>\n Our services at a glance:<\/b><\/p>\n<\/div> Goal<\/b>: A scalable, transparent BI architecture that combines governance and agility.<\/p>\n<\/div><\/div><\/div><\/div><\/div> Since 1997<\/b>, DATA MART Consulting has stood for reliability, competence and independence in the implementation of data-driven solutions. Our consultants combine technological expertise with a deep understanding of processes – so that data becomes knowledge and knowledge becomes impact.<\/p>\n<\/div>
\nOur credo: <\/span>AI excellence only comes from data excellence.<\/b><\/p>\n<\/div><\/div><\/div><\/span><\/div><\/div><\/div><\/div><\/div>Holistic approach instead of isolated use cases<\/h3><\/div>
Our services in the field of AI & machine learning<\/h3><\/div>
\n<\/strong>Development of a clear roadmap for the use of AI and ML in the company – aligned with your business objectives and data strategy.<\/p>\n<\/div><\/li>
\nDevelopment of modern, cloud-based platforms (e.g. on Microsoft Azure, AWS or Google Cloud) as a stable basis for analytical models.<\/p>\n<\/div><\/li>
\nSelection, training and validation of suitable models – from predictive analytics to complex machine learning processes for specific use cases.<\/p>\n<\/div><\/li>
\nIntegration of the models in BI systems and dashboards as well as coaching of specialist users for independent use and further development.<\/p>\n<\/div><\/li><\/ul>Depending on the technical objective, different methods and tools are used. Examples of the different specialist objectives range from ML-supported forecasting and predictive maintenance to the evaluation of customer reviews on web platforms and AI-supported fraud prevention for insurance companies.<\/h4><\/div><\/div><\/div><\/div><\/div>
<\/span><\/div><\/div><\/div><\/span><\/div><\/div><\/div><\/div><\/div><\/div>Our range of services<\/h3><\/div>
Experience you can trust<\/h3><\/div>
\nWe support medium-sized companies as well as international corporations<\/b> in continuously modernizing their data architectures and meeting business requirements with suitable data modeling and BI tools.<\/p>\n