Tax Analysis Tool Data Warehouse for KPI Queries
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Solution Overview
Problem
Tax authorities lack effective tools to measure their performance, as their transactional databases are not optimized for business queries, such as calculating key performance indicators (KPIs), and they often do not have the budget to employ database specialists to develop custom measurement tools.
Innovation Solution
A tax analysis tool that includes preloaded metrics, KPIs, and reports, along with a data integrator function that extracts and transforms data into a data warehouse optimized for processing KPI queries, allowing non-technical personnel to measure performance with minimal intervention.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If a transactional database is used for tax operations, then data insertion and updating are efficient, but the database is not optimized for business queries and KPI calculations
Solution Approach 1:
The patent divides the database system into two separate components: a transactional database for handling data insertion and updating operations, and a data warehouse for optimized business queries and KPI calculations. This segmentation allows each database to be specialized for its specific function, resolving the contradiction between transactional efficiency and query optimization.
Solution Approach 2:
The patent introduces a data warehouse as an intermediary between the transactional database and the business intelligence tools. The data warehouse extracts, transforms, and loads data from the transactional database, creating an optimized structure for analytical queries without affecting the original transactional system's performance.
2Measurement precision
If custom KPI measurement tools are developed, then performance measurement capabilities are improved, but the need for technical personnel and development time increases
Solution Approach 1:
The patent pre-configures the data warehouse with standardized schemas, metrics, and KPI calculation logic during the initial setup phase. This preliminary action eliminates the need for custom development of measurement tools later, as the infrastructure is already in place to support various performance measurements without requiring additional technical personnel or development time.
Solution Approach 2:
The patent creates a universal data warehouse structure that can support multiple different KPIs and performance measurements through a single standardized framework. This multi-functional design allows the system to measure various performance metrics without requiring separate custom tools for each metric, reducing both development time and technical personnel requirements.
3Measurement precision
If database specialists are employed to develop custom measurement tools, then measurement precision is improved, but operational costs increase
Solution Approach 1:
The patent enables non-technical personnel to perform KPI measurements and analysis directly through the pre-configured data warehouse and business intelligence tools. This self-service capability eliminates the need to employ expensive database specialists, as users can independently access and analyze performance data without specialized technical assistance.
Solution Approach 2:
The patent creates a simplified copy or view of the complex database structure through the data warehouse layer, which presents data in an easily accessible and analyzable format. This copying approach allows users to work with simplified data representations without needing to understand or manipulate the underlying complex database structures, eliminating the need for specialist intervention.
4Ease of operation
If preloaded metrics and reports are provided, then ease of operation is improved, but system complexity increases
Solution Approach 1:
The patent pre-configures standard metrics, KPIs, and reports during the initial system setup phase. This preliminary configuration includes defining data schemas, establishing calculation logic, and creating standard report templates in advance. As a result, users can immediately access and use these pre-loaded resources without needing to configure or customize anything, achieving ease of operation without adding complexity to the user's workflow.
Data Source
AI summary
Systems, methods, and other embodiments associated with a tax analysis tool are described. In one embodiment, a method includes providing a tax analysis data model, preloaded key performance indicator queries, and a query interface. The example method may also include extracting tax related data from a tax analysis data base and transforming and loading the tax related data into a tax data warehouse that facilitates real time processing of KPI queries.