Data Validation Engine for Global Micro-lending Initiatives
Hours delivered back to the business
SOX compliance in Settlement process automation
Success rate of bot case completion
For functional release of OBT, RTS and OGS
Challenge
World Vision faced challenges in ensuring the accuracy and reliability of survey data collected globally for its micro-lending initiatives. Manual data validation was time-consuming and prone to errors, leading to delays in decision-making.
Outcome
The new system improved data accuracy by 40%, reducing manual errors and processing times by 30%, enabling faster decision-making and more efficient allocation of micro-loans.
Solution
Designed and architecture a complete data validation engine that integrations with ODK and uses standard deviation equation, statistical analysis techniques and dynamic user driven rules to score the accuracy of a survey entry based on the custom rules and comparisons with previous surveys that contain related data.
The final solution showed survey average scores, flagged entries and integrated with Microsoft Dynamics for advanced analytical reporting.
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