Reporting Systems
Supporting Decision Making with Real-Time Data
Operational Analytics
Financial Insights Generation
Assets
Governance
Operational Data
Business Intelligence
Understanding BI Ecosystems 
Business Intelligence (BI) ecosystems refer to the interconnected
systems, tools, processes, and people that work together to collect, analyze, and present business data
...Reporting Tools: Tools that convert data into visual formats, such as dashboards and reports, making it easier for stakeholders to understand and act upon the insights
...
Ethical Considerations in Predictive Analytics Reporting Mechanisms: Implementing reporting mechanisms for individuals to raise concerns about predictive analytics practices can promote accountability
...Machine Learning (FAT/ML) initiative: This initiative provides guidelines for developing fair and accountable machine learning
systems ...
Supporting Decision Making with Real-Time Data Transactional
Systems: Point-of-sale systems and online transactions that generate immediate data
...Tableau A data visualization tool that enables real-time data analysis and
reporting ...
Operational Analytics Data Collection The process of gathering data from various operational sources, such as ERP
systems, CRM systems, and IoT devices
...Visualization Using dashboards and
reporting tools to present data insights in an easily understandable format
...
Financial Insights Generation involves several key steps: Data Collection: Gathering relevant financial data from various sources such as accounting
systems, ERP systems, and financial statements
...Reporting: Communicating the findings to stakeholders through reports and presentations
...
Assets Regulatory Compliance: Ensures that businesses meet legal requirements regarding asset
reporting ...Integration of
Systems: Difficulty in integrating various asset management systems can hinder efficiency
...
Governance Data Architecture The blueprint for data management
systems, including data storage, integration, and processing
...Monitoring and
Reporting: Implementing metrics and reporting mechanisms to track governance effectiveness and compliance
...
Operational Data It encompasses a variety of data types that are collected from various operational
systems, including transaction processing systems, customer relationship management systems, and supply chain management systems
...operational data is crucial for day-to-day operations, it is distinct from analytical data, which is used for analysis and
reporting ...
Business Intelligence BI
systems analyze historical and current data to identify trends, patterns, and insights that can inform strategic decisions
...The process typically involves several key components: Data Sourcing Data Warehousing Data Analysis
Reporting Performance Metrics Key Components of Business Intelligence Component Description
...
Support Financial Planning Reporting Creating reports that summarize financial insights for stakeholders
...Integration of
Systems: Difficulty in integrating various financial systems can hinder effective analysis
...
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 ...
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