Compliance And Regulatory Requirements
Risk Assessment
Roles in Governance
Creating Effective Data Governance Policies
Risks
Document Review
Validation
Risk Analysis
Records 
In the context of business
and business analytics, the term "records" refers to the systematic collection, storage, and management of data
...Compliance Records: Data that ensures adherence to regulations and standards, often required for legal purposes
...Regulatory Compliance: Maintaining accurate records assists businesses in complying with legal
requirements and avoiding penalties
...
Risk Assessment 
It is an essential component of business analytics
and business intelligence, enabling organizations to identify, analyze, and mitigate risks that could impact their operations, financial performance, and strategic objectives
...Support
compliance with
regulatory requirements ...
Roles in Governance 
In the context of business, governance refers to the framework of rules, practices,
and processes by which organizations are directed and controlled
...It encompasses a wide range of activities, including decision-making, accountability, and
compliance ...Compliance Officer The role focused on ensuring that the organization adheres to legal and
regulatory requirements ...
Creating Effective Data Governance Policies 
Data governance is a critical aspect of modern business analytics, ensuring that data is managed properly, used ethically,
and protected adequately
...Effective data governance helps organizations to: Ensure
compliance with regulations and standards Enhance data quality and consistency Improve decision-making processes Protect sensitive information Key Components of Data Governance Policies When creating data governance policies,
...Resistance to change from employees Lack of resources or expertise Complexity of data environments Rapidly changing
regulatory landscape Conclusion Creating effective data governance policies is essential for organizations to manage their data responsibly and leverage it for business success
...best practices, organizations can develop robust data governance policies that align with their objectives and regulatory
requirements ...
Risks 
In the realm of business analytics
and data governance, understanding and managing risks is paramount for organizations aiming to leverage data effectively while ensuring
compliance and security
...governance, understanding and managing risks is paramount for organizations aiming to leverage data effectively while ensuring
compliance and security
...Risks can arise from various sources, including technological changes,
regulatory requirements, and data management practices
...
Document Review 
process utilized in various fields, particularly in business, to evaluate
and analyze documents for quality, accuracy, and
compliance ...This process is essential in ensuring that documents meet specific standards and
requirements, which can include legal compliance, content accuracy, and adherence to organizational policies
...Enhanced Compliance: Document reviews help organizations adhere to
regulatory requirements, thereby avoiding penalties and fines
...
Validation 
validation refers to the process of ensuring that a system, process, or model accurately represents the intended functionality
and achieves the desired outcomes
...Compliance: Helps organizations adhere to
regulatory requirements by validating processes and data handling
...
Risk Analysis 
Risk Analysis is a systematic process of identifying, evaluating,
and prioritizing risks associated with business operations
...Regulatory Compliance: Assists in meeting legal and regulatory
requirements ...
Risk Analysis 
Risk analysis is a systematic process for identifying
and evaluating potential risks that could negatively impact an organization or project
...Compliance Risks: Risks associated with legal and
regulatory requirements, including fines and sanctions
...
Risk Assessment 
Risk assessment is a systematic process for identifying
and evaluating potential risks that could negatively impact an organization's ability to conduct business
...Ensuring
compliance with
regulatory requirements ...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.