Fraud prevention and AML have operated as parallel disciplines — adjacent, but structurally separate, for a long time. Fraud teams focused on stopping unauthorised transactions in real time, while AML functions concentrated on detecting patterns of illicit behaviour after the fact. Today, that division is becoming harder to defend. As financial crime grows faster, more …
How are AI Agents transforming the future of compliance?
For decades, compliance has relied on static rules, watchlists and retrospective checks, creating growing volumes of noise while critical risks slip through the cracks. As regulatory complexity accelerates, a new generation of AI agents is beginning to transform the function by moving beyond automation to introduce reasoning, context and continuous intelligence. Acting more like digital …
Can data make sense of an ever-changing rulebook?
Regulation has never been a fixed destination; it’s a moving target shaped by new risks, political shifts and rapid technological change. For financial institutions, keeping pace is no longer about simply interpreting rules — it’s about anticipating them. As compliance teams grapple with increasing complexity and shrinking reaction times, data is emerging as the only …
Is RegTech entering its age of consolidation?
The RegTech sector has spent the past decade in a phase of rapid expansion, fuelled by regulatory complexity, investor enthusiasm and a constant stream of new compliance challenges. But after years of fast growth and a crowded field of specialist providers, signs point to a market shifting gears. Competitive overlap is widening, client expectations are …

How Behavox is helping its clients optimally leverage their data
Founded in 2014, Behavox is an AI company that transforms structured and unstructured corporate data into insights that safeguard and enhance businesses. The firm’s technology and industry-specific LLM enables users to ask and answer questions without becoming domain experts, technologists, or data scientists. According to Fahreen Kurji, Chief Customer Intelligence Officer at Behavox, the company …
Is transparency the final barrier to true AI compliance?
As AI becomes deeply embedded in compliance operations, one challenge continues to loom large: transparency. While machine-driven monitoring and decision-making promise speed and accuracy, many of these systems still operate as opaque black boxes — a problem for regulators and firms that must justify every outcome. The question now is whether greater transparency, powered by …
Is explainable AI the missing link in regulatory compliance?
As financial institutions turn to AI to automate compliance, a key question arises: do we truly understand these systems’ decisions? The black-box nature of many models challenges transparency and trust. Explainable AI could change that, offering clarity around how algorithms reach conclusions. If successful, it might be the missing link that makes AI in compliance …
Is the UK’s proposed digital ID a compliance opportunity or a privacy minefield?
The UK government’s push for a digital identity system has sparked a predictable split: tech optimists see streamlined services and reduced fraud, while privacy advocates envision an Orwellian surveillance state. But beyond the usual battle lines lies a more nuanced question that businesses can’t afford to ignore—when digital ID becomes standard infrastructure, will organisations be …
Is RegTech ready for the age of AI model risk management?
As AI reshapes financial services, a paradox is emerging.RegTech, built to manage regulatory compliance, now struggles to regulate AI itself. The tools designed to ensure oversight are falling behind the very technology they’re meant to monitor. AI models driving credit decisions and fraud detection carry risks—bias, opacity, data drift—that traditional compliance frameworks can’t capture. A …
How embedded compliance is reshaping financial infrastructure
As financial services evolve amid digital transformation and stringent regulatory demands, embedded compliance emerges as a pivotal strategy, weaving regulatory adherence directly into the fabric of business processes and technologies. By automating compliance within apps, platforms, and transactions, it aims to minimize errors, enhance efficiency, and foster trust. However, with the rise of complex global …
