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Napier· 23 Oct 2026 L3 · Notable

Napier AI reports global money laundering losses of $5.09tn in the last year, equal to 4.30% of global GDP.

Money laundering losses totalled $5.1tn over the past year, Napier AI finds ↗ · repeat of an earlier article

What happened

  • Napier AI states the figure fell by an estimated $203.33bn, the first year-on-year decline since it began analysing.
  • The Index covers 42 global markets and was produced with GlobalData.
  • Napier AI estimates $3.05tn in economic value could be recovered if all assessed markets matched the strongest-performing nation.
  • Napier AI reports AML compliance cost fell 4.9%, from $239.74bn to $227.95bn.
  • Napier AI reports $143.08bn in potential AI-driven AML savings remain unrealised across 42 markets.
  • Napier AI reports 64% of institutions rank meeting regulatory requirements as their top AML investment priority.

Why it matters to Signicat

  • Napier publishes a market-level AML index with headline loss figures and AI-savings claims, a benchmark-style research report relevant to Signicat's AML screening positioning.
  • Napier's messaging that AI must be explainable and auditable is a positioning claim in the AML screening market; Signicat's Risk and AML screening line competes in this space.
Evidence from the source (8 quotes)
  • “recording the first year-on-year decline in global money laundering losses since Napier AI began analysing, with the figure falling by an estimated $203.33bn.” source ↗
  • “The findings come from the Napier AI / AML Index 2026–2027, in partnership with GlobalData.” source ↗
  • “An estimated $3.05tn in economic value could potentially be recovered globally if all assessed markets matched the AML performance of the strongest-performing nation.” source ↗
  • “decreasing 4.9% from $239.74bn to $227.95bn” source ↗
  • “$143.08bn in potential AI-driven savings currently remain unrealised across the 42 markets assessed” source ↗
  • “The findings revealed that 64% of institutions noted meeting regulatory requirements is their top AML investment priority” source ↗
  • “The findings come from the Napier AI / AML Index 2026–2027, in partnership with GlobalData.” source ↗
  • “But that AI must be explainable, and every automated decision must be auditable by a regulator.” source ↗
AML KYB screeningPositioning narrativeResearch reportThought leadershipGlobal

7 of 7 facts verified against the source · confidence medium · claude-haiku-5-5