Financial crime is placing an enormous strain on economies worldwide, but the burden is far from evenly distributed. The latest Napier AI/AML Index, which measures the intersection of efficiency and effectiveness in financial crime compliance, reveals stark differences in how nations both lose money to laundering and spend on defending against it — and the results make for sobering reading.
The index plots countries across an effectiveness quadrant, measuring compliance spend as a percentage of money laundered against money laundered as a share of GDP. Nations losing less than the global average of 5% of GDP to money laundering while avoiding excessive compliance spend are classed as “effective leaders.” This group includes the Nordic countries, Spain, Canada, central Europe, and Australia — markets that have struck a balance between smart spending and genuinely disrupting criminal financial flows.
Other markets are moving in the right direction. Hong Kong, Malaysia, eastern Europe, Brazil, and the UAE are classified under “positive progress,” having driven down the share of GDP lost to financial crime over the past year, even if they have not yet reached the upper tier.
However, a number of major economies fall into the “inefficient overspenders” category — countries pouring disproportionate sums into anti-money laundering (AML) efforts relative to the scale of the problem. France and Poland are the most striking examples, spending so heavily on compliance that they sit beyond the chart’s visible range. Singapore, Italy, the US, and Poland also feature in this group, all of which stand to benefit significantly from AI-driven automation to bring costs down.
When examining raw losses, the picture grows more alarming for certain markets. Mature economies such as the US absorb vast absolute losses — estimated at $729.71bn — yet this represents just 2.5% of GDP, suggesting AML efforts there are performing relatively well in context. By contrast, South Africa and the UAE are each losing more than 8% of their entire economic output to money laundering, at 8.51% and 8.69% of GDP respectively.
The cost of compliance (TCO) scores underscore the divergence further. South Africa carries a high TCO score of 4.40 alongside those elevated losses, with analysts suggesting that genuine risk signals may be buried under a flood of false positive alerts, demanding large numbers of staff to investigate, it said. The UAE, meanwhile, records a comparatively low TCO of 0.40 despite its high losses — a figure that may point to underinvestment in tackling the problem, or a greater tolerance for high-risk customers.
Across Europe, France, Germany, and the Netherlands are all reporting above-average compliance costs, as are Singapore, Hong Kong, and Malaysia in Asia. The index notes, however, that institutions in these markets are actively investing in next-generation AML and financial crime compliance technology, and TCO scores are expected to decline as automation takes hold.
Perhaps the most telling findings come from the compliance professionals themselves. Some 85% reported seeing more attempted money laundering in 2025 than in the previous year, while the same proportion said their organisations were generating more alerts. A further 81% said they were identifying more attempted money laundering than before. Taken together, these figures paint a picture of a problem that is accelerating, not receding.
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