Tag: Machine Learning

Why 99% AI accuracy can mislead compliance

AI is rapidly reshaping supervisory controls across financial services, with 94% of firms either deploying or planning to deploy AI-based detection tools. From communications...

FinTech Samaya AI wins backing from NVentures

Samaya AI, an AI platform for financial services focused on building advanced reasoning agents for high-stakes investment workflows, has launched a new architecture designed...

How AI is reshaping AML compliance in modern banking

Banks are under growing pressure to keep pace with increasingly complex financial crime. Transaction volumes continue to rise, laundering techniques evolve quickly, and legacy...

Bridging the engagement gap in online trading

Retail brokers and exchanges face a familiar problem: attracting new traders is expensive, while keeping them engaged is harder still. With high acquisition costs and a steep learning curve for first-time traders, onboarding has become a make-or-break moment for trading platforms seeking sustainable growth.

Ensembling AI models to improve compliance risk detection

Ensembling, or the practice of combining multiple AI techniques, is becoming a cornerstone of modern risk detection in financial services, as firms grapple with...

Enterprise AI in 2026: scaling is a people problem

Enterprise AI in 2026 is no longer defined by whether the technology works. Across leadership teams, the more pressing question has shifted to why...

How banks are using AI in financial crime and compliance

Artificial intelligence has moved firmly into the mainstream of bank compliance operations, according to new research carried out by Hawk and Chartis. The study shows...

Why compliance-grade AI matters more than AI-first hype

Artificial intelligence is not new to regulated financial services. Machine learning, automation and pattern recognition have long been embedded in systems supporting risk management...

Why check fraud is rising and how AI is fighting back

Although paper checks are steadily declining as consumers and businesses adopt faster digital payments, check fraud remains a persistent and costly problem. In 2024, checks...

Five corporate actions data trends reshaping markets in 2026

Corporate actions data is undergoing a fundamental shift in how it is valued and used across financial markets. What was once treated as a back-office...

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