Tag: Machine Learning

Why explainable AI is the key to AML compliance

As financial institutions expand their use of artificial intelligence, a persistent question keeps resurfacing in anti-money laundering (AML) circles: does the requirement for explainability...

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...

Why more AI alerts could mean better AML, not worse

Napier AI's Michael Joseph attended a recent ACAMS New Jersey chapter discussion on the shift from threshold-based transaction monitoring (TM) to AI-driven systems, alongside...

FinTechs dominate customer-facing AI use cases with mobile money gap widest...

Key views on AI use case adoption across traditional FIs and FinTechs: The Cambridge Centre for Alternative Finance surveyed 203 FinTechs and 149 traditional...

Napier AI: detection, not efficiency, is AML’s real test

Napier AI has weighed in on one of the thorniest debates in financial crime compliance: the gap between what artificial intelligence can theoretically do...

The hidden data problem holding back personalised insurance sales

Insurers have invested heavily in customer data, segmentation and behavioural analytics to improve engagement. Yet many still struggle to turn those insights into personalised...

How Theta Lake keeps compliance AI accurate at scale

Building an AI-native foundation is only the beginning for compliance oversight; the harder battle is keeping machine learning models accurate, scalable and dependable over...

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...

Nearly a fifth of asset managers yet to use AI, with...

Key views on Adoption of AI and Gen AI in asset management: Acuity Analytics surveyed 80 senior asset management representatives across the Americas, Europe...

Ortec Finance wins Ostrum AM mandate for ALM platform

Ortec Finance has been chosen by Ostrum Asset Management, an insurance and institutional investment specialist affiliated with Natixis Investment Managers, to strengthen the investment...

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