eflow Global unveils PATH AI to tackle USD $1.8bn in fines
eflow Global has launched PATH AI, a new artificial intelligence capability for its trade surveillance system, in response to a sharp rise in regulatory enforcement in the financial sector. The new solution offers compliance teams full traceability on alerts, addressing regulatory scrutiny of 'black box' applications of AI in market abuse detection.
Regulatory pressure
Market abuse fines have reached USD $1.8 billion this year, the second-highest annual total to date, across 163 enforcement cases. Enforcement actions specifically tied to lapses in trade surveillance processes and controls are up by over 800% compared to the previous year. Regulators, including the Financial Conduct Authority, have stressed the importance of transparency, requiring firms to clearly demonstrate how AI-driven compliance technology makes decisions.
With growing pressure to modernise detection systems and improve reporting, financial institutions are looking for tools that not only process growing volumes of data but also make compliance processes and decisions auditable. PATH AI has been developed to help firms meet these evolving industry standards by providing contextual and fully referenced insights for every alert.
AI explainability
The PATH AI functionality enables compliance professionals to interrogate alerts through conversational prompts. This means users can ask for contextual information, such as details of previous similar alerts triggered by the same trader, or automatically generate case summaries for escalation. Behavioural patterns can be mapped and presented, with each data point clearly referenced to original source material to support regulatory audits.
The system retains a complete history of user interactions to facilitate reporting and escalation when required. It also offers suggested prompts to guide compliance staff towards efficient investigative routes, optimising the workflow for regulatory reviews.
Compliance workflow
Regulators have repeatedly raised issues over traditional 'black box' AI systems that generate alerts without clear, traceable reasoning. PATH AI has been designed to ensure that every insight can be traced back to its source data, providing confidence for both senior management and external regulators. This emphasis on transparency helps organisations demonstrate compliance with audit and reporting obligations.
The launch expands on eflow Global's previous AI-driven capabilities. Earlier this year, the firm introduced risk scoring functionality driven by artificial intelligence, also targeting enhanced human oversight and regulatory accountability within surveillance processes.
User interface
PATH AI's interface has been created to allow non-technical compliance officers to use natural language to investigate alerts and review case data. This reduces the need for specialist technical support within compliance teams and streamlines investigative procedures. The platform's dynamic prompt suggestion feature aims to further support users by anticipating relevant queries that may arise during investigations.
"In developing PATH AI, we have made a conscious decision not to create just another AI copilot. PATH AI has been engineered to provide regulatory professionals with the contextualised insights that they need to use their expertise as effectively as possible. One of the main criticisms of how AI is being used in a regulatory context is that it creates a 'black box' in which decisions cannot be explained or evidenced. Financial institutions must be able to illustrate how they are using AI to prevent market abuse, and that's what PATH AI enables them to do," said Ross Pearson, Head of AI, eflow Global.
