About a-team Marketing Services
The knowledge platform for the financial technology industry
The knowledge platform for the financial technology industry

A-Team Insight Blogs

Automated Software is Replacing Human Decisions, Finds ESMA

Subscribe to our newsletter

A combination of supply-based developments and demand-based needs are potentially transforming the way financial institutions comply with regulation and supervisory authorities oversee market participants, warned the European Securities and Markets Authority (ESMA) in a new report released on March 14, 2019.

The regulator recently carried out an analysis of the regulatory and supervisory technologies currently being developed in response to various demand and supply drivers, finding that regulatory pressure and budget limitations are pushing the market towards an increased use of automated software to replace human decision-making activities.

“This trend is reinforced by supply drivers such as increasing computing capacity and improved data architecture,” noted the regulator. “Market participants are increasingly using new automated tools in areas such as fraud detection, regulatory reporting and risk management, while potential applications of new tools for regulators include greater surveillance capacity and improved data collection and management.”

With these new tools come challenges and risks, notably operational risk. However, with appropriate implementation and safeguards, RegTech and SupTech (supervisory technology) may help improve a financial institution’s ability to meet regulatory demands in a cost-efficient manner and help regulators to analyse increasingly large and complex datasets.

Foremost among the technological advances, ESMA identified the widespread use of cloud computing, the increased acceptance of Application Programming Interfaces (APIs) and advances in the fields of AI and Machine Learning (AI/ML).

The report also identified a number of risks and challenges for regulators and market participants: including the improvement of data collection and management, the need for a new digital transition and a move towards a new data-driven supervisory process, operational risks including cyber resiliency, and key risks from strategic incentives as firms learn how to leverage potential regulatory loopholes as they develop their RegTech expertise.

Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: Sponsored by FundGuard: NAV Resilience Under DORA, A Year of Lessons Learned

The EU’s Digital Operational Resilience Act (DORA) came into force a year ago, and is reshaping how asset managers, asset owners and fund service providers think about operational risk. While DORA’s focus is squarely on ICT resilience and third-party dependencies, its implications extend deep into core operational processes that are critical to market integrity, investor...

BLOG

Re-Architecting Regulatory Reporting with REGnosys and Open Source

Regulatory reporting has long been defined by highly specialized jurisdictional knowledge, templates, spreadsheets, and a significant part of the compliance budget. Regulators publish new requirements, firms interpret them independently, technology teams build extraction and transformation layers, and operations teams reconcile outputs before pushing formatted datasets to supervisory authorities. RegTech Insight sat down with regulatory reporting...

EVENT

TradingTech Summit New York

Our TradingTech Summit in New York is aimed at senior-level decision makers in trading technology, electronic execution, trading architecture and offers a day packed with insight from practitioners and from innovative suppliers happy to share their experiences in dealing with the enterprise challenges facing our marketplace.

GUIDE

Regulation and Risk as Data Management Drivers

A-Team Group recently held a webinar on the topic of Regulation and Risk as Data Management Drivers. Fill in the form to get immediate access to the accompanying Special Report. Alongside death and taxes, perhaps the only other certainty in life is that regulation of the financial markets will increase in future years. How do...