Data Lifecycle Management
Comprehensive Overview of Operational Data
Building a Data Governance Framework
Data Governance
Data Framework
Data Analysis and Customer Experience Management
Data Analysis for Sustainable Business Practices
Data Integrity
Support Data Governance 
Support
Data Governance refers to the framework and practices that ensure the proper
management, quality, and security of data within an organization
...Data
Lifecycle Management: Manage data from creation to deletion, ensuring its integrity throughout
...
Operational Data 
Operational
data refers to the information that is generated and used in the daily operations of an organization
...types that are collected from various operational systems, including transaction processing systems, customer relationship
management systems, and supply chain management systems
...Customer Relationship Management (CRM) Systems Manages customer interactions and data throughout the customer
lifecycle ...
Comprehensive Overview of Operational Data 
Operational
data refers to the information generated from the day-to-day operations of an organization
...Description Enterprise Resource Planning (ERP) Systems Integrated
management of core business processes, often in real-time
...Management (CRM) Systems Tools used to manage interactions with customers and analyze data throughout the customer
lifecycle ...
Building a Data Governance Framework 
Data governance is a critical component of effective business analytics and business intelligence
...It refers to the
management of data availability, usability, integrity, and security in an organization
...Data Owner Responsible for the data's
lifecycle and ensuring data integrity
...
Data Governance 
Data Governance refers to the overall
management of data availability, usability, integrity, and security in an organization
...It encompasses the policies, procedures, and standards that ensure data is managed properly throughout its
lifecycle ...
Data Framework 
A
Data Framework refers to a structured approach to organizing, managing, and utilizing data within an organization
...framework typically includes the following components: Data Governance: Establishes policies and procedures for data
management, ensuring data quality, security, and compliance
...Data Management: Involves the processes for collecting, storing, and maintaining data throughout its
lifecycle ...
Data Analysis and Customer Experience Management 
Data Analysis and Customer Experience
Management (CEM) are two interconnected fields that play a critical role in modern business strategies
...the strategies and processes that organizations employ to manage and improve customer interactions throughout the customer
lifecycle ...
Data Analysis for Sustainable Business Practices 
Data analysis has become an essential tool for businesses seeking to adopt sustainable practices
...Improved Risk
Management Organizations can anticipate potential risks related to sustainability and develop mitigation strategies
...Product
Lifecycle Management: Data analysis helps assess the environmental impact of products throughout their lifecycle, from design to disposal
...
Data Integrity 
Data integrity refers to the accuracy, consistency, and reliability of data throughout its
lifecycle ...Database
Management Systems (DBMS) Systems that enforce data integrity rules and constraints
...
Data Reliability 
Data reliability refers to the consistency and dependability of data over time
...Risk
Management: Reliable data aids in identifying potential risks and mitigating them effectively
...Data Governance Policies and procedures that ensure data is managed properly throughout its
lifecycle ...
Eine Geschäftsidee ohne Eigenkaptial 
Wenn ohne Eigenkapital eine Geschäftsidee gestartet wird, ist die Planung besonders wichtig. Unter Eigenkapital zum Selbstständig machen versteht man die finanziellen Mittel zur Gründung eines Unternehmens. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte gut überlegt sein ...