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In ICAP’s New Education Scheme 2025, CAF now features a newly introduced subject — Data System & Risk.
In this detailed video, Sir Muhammad Ibrahim explains the complete subject outline, its relevance in the CA journey, and its real-world application in business decision-making.

To make the concept practical, Sir uses examples like Foodpanda, which remained in losses until 2023, reached break-even in 2024, and is expected to turn profitable from 2025 — yet its valuation was already in millions of dollars. Such cases highlight how understanding data, risk, and valuation can influence strategic business decisions.

📌 If you’re preparing for CAF under the new scheme, this video is a must-watch to understand how this subject blends accounting knowledge with data-driven risk assessment.

🎥 Watch the complete video for full details.

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