Page 565 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

2. Additional Features for Enhanced User Experience:
Future work will focus on introducing new functionalities, such as real-time language translation
for more languages, sentiment analysis, and personalized recommendations based on user
behavior and query patterns. 4.6: Finance

3. Advanced Document Processing:
Further enhancements to the Chat-PDF feature will be implemented to improve document
summarization and classification, offering even more granular insights into financial data.

• Outline additional resources needed, such as technology upgrades, further data
collection, model improvements, etc.

To achieve these enhancements, the following resources will be required:

1. Technology Upgrades:
We will continue to leverage Azure OpenAI but will also evaluate additional AI models to
ensure the platform remains flexible and scalable. This may involve integrating new APIs, cloud
resources, and data storage solutions.
2. Further Data Collection:
Expanding the data sets with more diverse financial documents and user interaction data will
be essential for further fine-tuning AI models and improving accuracy.

3. Model Improvements:
Continuous improvement of AI models, particularly in fine-tuning them for specific user queries,
will require dedicated resources for model training, performance testing, and validation.

Looking towards future collaborations and expansions:
1. Academic and Research Collaborations:
We will explore partnerships with AI research institutions to stay at the forefront of emerging
AI technologies and methodologies. This could involve research collaborations on natural
language understanding, document processing, and AI ethics.

2. International Expansion:
The system could eventually be adapted for use by other government entities or in different
regions, leveraging the technology to meet broader public service needs.

3 Use Case Requirements

Technical Requirements:

• REQ-01: AI Model Integration
Ability to integrate OpenAI and other AI models for comparison and flexibility in providing
optimal solutions.

• REQ-02: Cloud Infrastructure
Leverage Azure OpenAI services and other cloud resources for scalability, storage, and
processing of large datasets and AI tasks.

• REQ-03: Data Security & Compliance
Ensure the system adheres to UAE’s data protection regulations and other relevant international
standards for securing user data and sensitive financial information.

529