Page 392 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

4�4� Category 4: Productivity

Use Case 1: Non-Profit Organizations – AI Powered Registration

Process

Country: United Arab Emirates
Organization: Ministry of Community Empowerment
Contact Person: Abdulkader.burghul@ moce .gov .ae

1 Use Case Summary Table

Category Community Empowerment

Problem Statement Manual NPO registration causes delays due to complex validation
Solution Summary AI engine validates NPO names in English and Arabic, checking for dupli-
cation and compliance
Technology Natural Language Processing (NLP), Elasticsearch
Keywords
Data Availability Private

Metadata (type of Text (background-text, prompt-text, response-text, response-correction)
data)

Model Training and Sentence-BERT fine-tuned for bilingual data (Arabic and English)
fine-tuning

Testbeds or Pilot The pilot deployments included scenarios for duplication detection,
Deployments prohibited term filtering, and generation of alternative names in both
English and Arabic.

2 Use Case Description

2�1 Description

The United Arab Emirates (UAE) is implementing new platforms and procedures for non-profit
organizations to enhance their regulation, support, and integration within the social sector. This
initiative aims to empower these entities to operate effectively within a clearly defined legal
framework, ensuring compliance with applicable laws and regulations. By doing so, the UAE
seeks to bolster the contributions of non-profit organizations in addressing societal challenges
and improving the quality of life for its communities.

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