Compliance And Regulatory Requirements
Data Security
Analyzing Financial Data
Data Reporting Strategies
Limitations
Quality Assurance
Data Mapping
Financial Reporting and Analysis
Accounting (K) 
Accounting is the systematic process of recording, measuring,
and communicating financial information about economic entities, such as businesses and corporations
...Auditing: The examination of financial statements and related operations to ensure accuracy and
compliance with established standards
...Compliance: Ensures that businesses comply with legal and
regulatory requirements ...
Analyze Business Risks with Data 
evolving business environment, organizations face a multitude of risks that can adversely affect their operations, reputation,
and profitability
...Compliance Risks: Risks associated with legal and
regulatory requirements, which can lead to fines and penalties
...
Data Security 
It is a crucial component of business analytics
and data analysis, ensuring that sensitive information remains confidential and integral while being used for decision-making and strategic planning
...Compliance with Regulations: Many industries are governed by strict regulations regarding data protection, such as GDPR, HIPAA, and PCI DSS
...Regulatory Compliance Automation: Tools that automate compliance processes to help organizations meet evolving legal
requirements ...
Analyzing Financial Data 
Analyzing financial data is a critical process in the field of business
and business analytics
...Regulatory Compliance: Financial analysis ensures that organizations adhere to regulatory standards and reporting
requirements ...
Data Reporting Strategies 
Data Reporting Strategies encompass a variety of methods
and practices utilized by businesses to collect, analyze, and present data in a meaningful way
...Compliance Reporting Ensures adherence to
regulatory requirements ...
Limitations 
In the realm of business, particularly in the fields of business analytics
and machine learning, there are several limitations that practitioners must consider
...Regulatory Compliance: In certain industries, such as finance and healthcare, regulations may require that decision-making processes be transparent
...Infrastructure
Requirements: Businesses may need to invest in specialized hardware or cloud services to support machine learning workloads
...
Quality Assurance 
Quality Assurance (QA) refers to the systematic processes
and procedures that ensure products or services meet specified
requirements and are free from defects
...Standards
Compliance: Adhering to industry standards and regulations
...Regulatory Compliance: Many industries are subject to regulations that require strict quality controls
...
Data Mapping 
mapping is a crucial process in the field of business analytics that involves creating a visual representation of data elements
and their relationships
...Supports
regulatory compliance by maintaining data lineage
...Changing Business
Requirements: Evolving business needs may necessitate frequent updates to data mappings
...
Financial Reporting and Analysis 
Financial Reporting
and Analysis is a critical component of business analytics, focusing on the systematic evaluation of financial data to inform decision-making and strategic planning within organizations
...Compliance: Ensures compliance with
regulatory requirements and standards such as GAAP and IFRS
...
Streamline Reporting Processes 
Streamlining reporting processes is essential for businesses aiming to enhance efficiency, improve decision-making,
and reduce operational costs
...Better
Compliance: Streamlined processes help organizations adhere to
regulatory requirements more effectively
...
Geschäftsiee und Selbstläufer 
Der Weg in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. vor Gründung des Unternehmens. Ein gute Geschäftsidee mit neuen und weiteren positiven Eigenschaften wird zur
"Geschäftidee u. Selbstläufer" ...