Tag: risk scoring

Why AML automation still needs human judgment

Anti-money laundering (AML) teams are under growing pressure to process more alerts and investigations without proportionally increasing headcount. Automation can help relieve that burden,...

The KYB integration tax nobody puts in the pitch deck

Every know-your-business (KYB) vendor's homepage promises "end-to-end" coverage, but the phrase does different work depending on who is using it. For some, it means...

KYCP bets on perpetual monitoring as compliance risk grows

High-volume payments and digital asset firms are under growing pressure to move fast without cutting corners on compliance. Legacy KYC systems, often built around...

The hidden architecture behind approve, deny and review

Automated decisioning is the use of predefined rules, data integrations and scoring models to evaluate an application, transaction or identity check, returning an approve,...

Static AML models are failing, adaptive scoring is the fix

Financial institutions have long treated fraud and anti-money laundering (AML) as separate disciplines, run on separate timelines by separate teams. Fraud detection demands split-second...

The compliance blind spot costing FinTechs millions

Financial crime is growing more sophisticated, and compliance teams that still rely on disconnected fraud and AML systems risk falling behind both fraudsters and...

Why weak data quietly breaks AML risk scoring models

When alert queues grow faster than compliance teams can handle, genuine financial crime risk can vanish into the noise. According to ComplyAdvantage, the root...

Why your financial crime risk assessment is failing you

Ask most organisations to rate the maturity of their financial crime risk assessment capabilities and the answers tend to be strikingly confident. According to...

Why liveness detection is key to stopping synthetic ID fraud

Synthetic identity fraud is emerging as one of the more difficult threats for digital onboarding teams to detect, precisely because it does not resemble...

Why fragmented AML tools are costing compliance teams

Compliance officers have long operated in a world of too many systems and too little time. Transaction monitoring sits in one platform, KYC data...

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