Tag: Machine Learning

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...

What compliance teams expect from sanctions screening in 2026

Early signals from compliance teams suggest that sanctions screening is entering a decisive phase, shaped by geopolitical instability, expanding watchlists, and a clear regulatory...

The data mistake putting AI projects at risk

The rapid rise of AI across financial services has thrust an old computing warning firmly back into the spotlight: “garbage in/garbage out.” Despite the...

Hyper-automation is reshaping wealth management

The rapid digitalisation of wealth management has given rise to portals, dashboards, and data-rich workflows, yet much of the industry still remains hamstrung by...

Equixly lands €10m to scale its autonomous API tester

Equixly, an Italy-headquartered cybersecurity company specialising in automated API testing, has closed a €10m Series A round to expand its proprietary agentic AI hacking...

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