Artificial Intelligence in Iraqi FinTech: Do We Need Algorithms That Understand the Local Market or Are We Relying on Western Models?
Every new FinTech company announces that it is using the "latest artificial intelligence algorithms" to detect fraud. The reality, however, is that many of these algorithms are off-the-shelf global solutions provided by major technology companies such as Amazon and Microsoft, rather than systems specifically designed for the Iraqi market.
The problem is that Western fraud-detection algorithms may not fully understand Iraqi financial behavior. A transfer of IQD 500,000 from one city to another may be an entirely normal transaction in Iraq, yet an algorithm could potentially flag it as suspicious activity and restrict the user's account.
Addressing this challenge requires genuine investment in local research and development (R&D). So far, there appears to be limited evidence of Iraqi FinTech companies investing substantially in dedicated AI research teams capable of developing models tailored to the country's financial behavior and market conditions.
Instead, many companies continue to rely primarily on ready-made solutions. For Iraq's FinTech sector to mature, the focus may need to shift from simply adopting existing AI technologies toward developing localized intelligence capable of understanding the unique patterns of the Iraqi financial market.