Tag: Machine Learning
AI supervision: Cutting false positives the right way
AI-driven supervision tools are now central to modern RegTech strategies, particularly in communications surveillance and misconduct detection. Yet as firms invest in AI to...
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...










