Tag: Machine Learning
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...
How AI agents will redefine compliance in 2026
After years of rising expectations around machine learning and AI, the past year represented a decisive shift for financial crime teams. Rather than emerging...
Why regulators embrace agentic AI
SymphonyAI argues that a major shift is underway in financial crime compliance, driven by the rapid adoption of agentic AI.
SymphonyAI, a provider of financial...










