Budget Allocation
Optimize Financial Performance with Data
Models
Visual Data
Planning
Evaluate Market Opportunities
Integrating Text Analytics into Data Strategy
Effective Visualization of Big Data
Optimize Financial Performance with Data 
Optimize resource
allocation and
budgeting
...
Models 
Marketing Optimization: Applying prescriptive models to determine the best marketing strategies and
budget allocation ...
Visual Data 
Market segmentation,
budget allocation ...
Planning 
Resource
Allocation: Ensures optimal use of resources
...Allocate Resources: Determine the resources required for implementation, including
budget, personnel, and technology
...
Evaluate Market Opportunities 
Resource
Allocation: Helps in prioritizing investments and allocating resources effectively
...Resource Constraints: Limited time and
budget can impact thorough evaluations
...
Integrating Text Analytics into Data Strategy 
Resource
Allocation: Allocating sufficient resources, including time and
budget, to implement text analytics effectively
...
Effective Visualization of Big Data 
Market share distribution,
budget allocation ...
Generating Business Performance Reports 
Facilitating informed decision-making Enhancing accountability within teams Supporting resource
allocation and
budget planning 2
...
Data Integration Techniques 
Cost:
Budget constraints can impact the selection of tools and techniques
...Cost Savings: Efficient data integration can lead to reduced operational costs and improved resource
allocation ...
Optimize Marketing Spend through Data 
Allocate
budgets more effectively based on performance data
...Budget
Allocation: Allocate marketing budgets based on performance data, focusing on high-ROI channels
...
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