Operational Efficiency Metrics
Understanding Data Analysis Tools
Automation Strategy
Predictive Analytics Framework
Planning
Big Data Performance
Value
Business Goals
Reporting 
processes of collecting, analyzing, and presenting data in a structured format, enabling stakeholders to understand performance
metrics, trends, and insights
...Below are some common types of reporting in business analytics:
Operational Reporting: Focuses on the day-to-day operations of a business, providing insights into performance metrics and operational
efficiency ...
Understanding Data Analysis Tools 
are designed to analyze business data and help in decision-making processes through reporting, data mining, and performance
metrics ...QlikView Data visualization, associative data model, and self-service BI Sales analysis,
operational reporting SAP BI Data warehousing, reporting, and analytics Enterprise resource planning, financial reporting IBM Cognos
...The right tool can enhance data interpretation, improve operational
efficiency, and drive business growth
...
Automation Strategy 
Strategy refers to a structured plan that organizations implement to automate processes, tasks, and workflows in order to enhance
efficiency, reduce costs, and improve service delivery
...Performance
Metrics: Establishing KPIs to measure the success of automation initiatives
...Cost Reduction Automation can lower
operational costs by minimizing manual labor and reducing errors
...
Predictive Analytics Framework 
Model Evaluation: Assessing the performance of the models using various
metrics ...evaluation, deployment, and ongoing maintenance, organizations can create robust predictive models that drive value and enhance
operational efficiency ...
Planning 
Operational Planning Day-to-day planning that ensures the smooth functioning of business operations
...Performance
Metrics: Developing key performance indicators (KPIs) to measure progress towards objectives
...influenced by several trends: Increased Automation: Automation tools will streamline the planning process and enhance
efficiency ...
Big Data Performance 
Big Data Performance refers to the
efficiency and effectiveness of processing, analyzing, and managing large volumes of data in various business contexts
...Operational Efficiency: Optimized data processing can lead to reduced operational costs and improved resource allocation
...This can be achieved through: Implementing performance
metrics and KPIs
...
Value 
These benefits can manifest in various forms, including increased revenue, cost savings, improved
operational efficiency, and enhanced customer satisfaction
...Organizations can utilize several
metrics and methods to assess value: Key Performance Indicators (KPIs) KPIs are quantifiable measures that help organizations evaluate their success in achieving specific objectives
...
Business Goals 
Operational Goals: Aimed at improving the
efficiency and effectiveness of business operations, these goals may include reducing costs, improving quality, and enhancing productivity
...Lack of Measurement: Without proper
metrics, it can be challenging to track progress and success
...
Analyze Business Intelligence 
Dashboard Development: The creation of visual displays of key performance indicators (KPIs) and
metrics ...Enhanced
Operational Efficiency: By analyzing data, organizations can identify inefficiencies and streamline operations
...
Business Outcomes 
These outcomes can be assessed through various
metrics and are crucial for understanding the effectiveness of business operations
...performance: Financial Outcomes Revenue Growth Profit Margins Return on Investment (ROI)
Operational Outcomes
Efficiency Metrics Cost Reduction Process Improvement Customer Outcomes Customer Satisfaction Customer Retention
...
Selbstständig machen mit Ideen 
Der Weg in die Selbständigkeit beginnt nicht mit der Gründung eines Unternehmens, sondern davor - denn: kein Geschäft ohne Geschäftsidee. Eine gute Geschäftsidee fällt nicht immer vom Himmel und dem Gründer vor die auf den Schreibtisch ...