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AI for Good Innovate for Impact



               scenarios. We also plan to release key components under an open-source license, encouraging
               community contributions and fostering further innovation through open collaboration.

               To strengthen our system's resilience against fraud, we will incorporate specialized agents
               capable of detecting manipulated media and deepfakes. This will enhance our ability to identify      4.6: Finance
               and prevent fraudulent activities, ensuring the integrity and reliability of our services.


               3      Use Case Requirements

               REQ-01: The system should be capable of processing high-definition video data and documents
               uploaded by the user.
               REQ-02: It must utilize LLM models for comprehensive document analysis and policy validation.


               REQ-03: Ensure rapid processing speeds with minimal latency for both image and text analysis
               components.

               REQ-04: The system should be designed to integrate with established risk management
               standards.

               REQ-05: Maintain high system availability and resilience through scalable, cloud-based
               infrastructure solutions.


               4      Sequence Diagram































               5      References

               [1] IBM, “AI Agents: Orchestrating Enterprise Workflows,” IBM White Paper, 2025. [Online].
               Available: https:// www .ibm .com/ ai -agents


               [2] Akira.ai, “Claims Adjustment with AI Agents,” Akira AI Blog, Jan. 2025. [Online]. Available:
               https:// www .akira .ai/ blog/ claims -adjustment -with -ai -agents







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