Interdependent calculation rules
Eligibility, merit, stock, salary, and adjustment logic needed consistent behavior across planning workflows.
Anonymous HR technology case study
Simplifying incentive compensation rules and payouts
An HR software provider needed to make complex merit, stock, salary, and incentive-period calculations easier to configure, explain, and operate in a web-based compensation platform.
The situation
Compensation logic was powerful, but the path through it placed too much burden on users.
The platform supported performance-based eligibility and web models for merit and stock planning. Product changes also required new functions, database-field adjustments, and more capable salary calculations.
The client wanted stronger business logic and a clearer interface, including fewer pages for managing an incentive period and its associated calculations.
The product challenge
Expose sophisticated rules without forcing users through a complicated process.
Calculation accuracy, model configuration, data structure, and interaction design all had to evolve together.
Too many interaction steps
Users had to move through more pages than necessary to manage an incentive period and complete its calculation.
Changing data requirements
New functions and model behavior required fields to be added, removed, and connected without weakening stability.
The solution
The platform combined clearer MVC-based workflows with stronger calculation modules and data changes.
The team updated interface styles, revised business-calculation logic, changed database fields, added functions, and completed stock-definition and professional salary-calculation modules.
- 01
Clarify the planning model
Organize merit, stock, salary, eligibility, and incentive-period concepts around the work HR users needed to complete.
- 02
Make calculations explainable
Strengthen business logic and expose the factors that contribute to a compensation outcome.
- 03
Reduce operational friction
Simplify navigation and remove unnecessary pages from common planning and calculation tasks.
How we worked
Coordinate interface, business logic, and database changes as one product update.
The delivery scope began with the concrete changes users and product owners needed across interface style, fields, functions, and calculations.
MVC separated presentation from the compensation logic, while PHP, PEAR, integrated templates, and ODBC supported the web application on Linux.
PostgreSQL changes were made alongside the new modules so the data model continued to support the calculation workflow.
01Map
Trace compensation rules and user steps.
02Simplify
Reduce pages and clarify the interface.
03Strengthen
Update calculation logic and modules.
04Stabilize
Align database fields and application behavior.
The result
The compensation platform became more intuitive, easier to operate, and more stable.
The documented improvements provided a clearer web interface, reduced the steps required to manage incentive periods, strengthened calculation behavior, and improved platform stability.
Fewer workflow stepsfor incentive-period management
Clearer calculationsacross merit, stock, salary, and adjustments
Improved stabilitythrough coordinated logic and data changes
Planning rules made visible
Merit, stock, eligibility, salary, and adjustment concepts could be presented as understandable parts of one calculation.
Less navigation overhead
The redesign reduced the number of pages users had to visit for common incentive-management work.
Product changes held together
Interface, business logic, modules, and database fields were updated as related parts of the platform.
Case taxonomy
Searchable by industry, technology, product, and business need.
Industry and product
- Human Resources
- HR Technology
- Incentive Compensation
- Employee Performance
Technology and delivery
- PHP
- PEAR
- PostgreSQL
- Linux
- MVC
- ODBC
Business need
- Merit Planning
- Stock Awards
- Salary Calculation
- Workflow Simplification
- UX Modernization
Make complex rules understandable
Need to simplify a calculation-heavy business product without losing its logic?
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