UK Finance has today published a report which looks at how generative Artificial Intelligence (AI) is being used by financial services firms to enhance operations, improve customer engagement, and drive innovation, while carefully managing the associated risks.
This report highlights that the financial services sector is investing more in AI and is making use of its strong track record of responsible innovation in technology. It focuses on seven key areas where generative AI is driving the most value:
Customer engagement and personalised marketing
Knowledge management and information retrieval
Software development and data management
Intelligent workflow and email processing
Fraud and financial crime
Legal, contractual and compliance text analysis
Desktop and meeting productivity
Firms are innovating with the technology but equally are being careful to manage the potential risks and ensure compliance with regulations.
The report therefore finds an emphasis on active human oversight for model training, interpretation and sensitive decision-making. The report stresses the importance of understanding each AI use case, ensuring high-quality data, and maintaining transparency in how models are used.
The report identifies three key risks linked to generative AI and explains how firms are addressing them:
Reliability of outputs: generative AI models, particularly Large Language Models (LLMs), could produce bias, errors, or inappropriate language. Firms mitigate these risks by carefully selecting models, finetuning them using use case-specific datasets, and ongoing testing of outputs.
Data privacy and security: in addition to risks common to many systems, such as inadequate handling of input data, LLMs can produce or reveal personal information in unexpected ways. Strong data protection practices and cybersecurity measures are critical, with new measures emerging such as personal information ‘filters’.
Third party considerations: Relying on external AI providers can reduce control. Firms can enhance third-party risk management processes to deal with this.
Overall, firms are benefitting from their investment in generative AI. By making use of their previous experience in safely using technology, they can adopt generative AI safely.
To support further innovation, there needs to be ongoing collaboration with regulators and government and engagement with customers. Building trust through transparency and education, and ethical practices is key to ensuring AI’s potential is realised.
Jana Mackintosh, Managing Director of Payments and Innovation at UK Finance, said “Generative AI has created a lot of interest among the public and policymakers. It is an exciting new technology that has real potential, but also brings potential risks that will need to be managed. The financial services sector is currently focused on areas that involve active human oversight and are taking a careful approach."
"The good news is the sector has a strong track record of innovating responsibly with new technologies, positioning it well to harness the potential of generative AI."
Download and read the full report here:
