The AI Lab provides a pathway for the FCA, firms and wider stakeholders to engage in AI-related insights, discussions and case studies.
14 May 2026: The AI Input Zone is open for views and examples to inform a good and poor practice publication on AI later this year. Responses will be open until 19 June.
Our AI Lab adds a new Artificial Intelligence (AI) focus to our Innovation Services, supporting innovators as they develop new AI models and solutions.
We want to enable the safe and responsible use of AI in UK financial markets, driving growth, competitiveness and innovation in the sector.
The AI Lab will support us in deepening our understanding of the risks and opportunities AI presents to UK consumers and markets, and help inform our regulatory approach in a practical, collaborative way.
The first components of the AI Lab include:
Supercharged Sandbox
As part of our work to support responsible AI in financial services, we partnered with NVIDIA to enhance our Digital Sandbox[2].
This gave firms access to high-performance computing, enriched datasets and advanced AI tools.
Applications for the first Supercharged Sandbox cohort are now closed. The first group has completed the programme.
During the Sandbox, firms developed and tested early-stage AI ideas to tackle real-world challenges across retail finance, compliance and wholesale markets.
On 28 and 29 January 2026, we hosted a Supercharged Sandbox showcase. Firms presented their AI-enabled solutions to industry leaders, technology partners and regulators. The event focused on how firms can develop, test and deploy AI responsibly across UK financial services.
We'll share more information about future cohorts and how to get involved in due course.
Read more about the Supercharged Sandbox[3]
Accepted firms – first cohort
Retail innovation and consumer insight
- Ani-Tech
- Aventur
- Chip
- Horizon Zero
- Iron Market
- Kestrl
- Pebble
- PresAIge
- Principality
- Serene
- SmartPredict
Wholesale and compliance innovation
- Aveni
- Beyla
- Courts Data
- FinregE
- Impax
- MillTech
- Multfi
- Napier AI
- Opsen AI
- Shawbrook
- Symphony AI
- Virgin Money
AI Live Testing
Applications for the second AI Live Testing cohort were open from 19 January to 24 March 2026.
Testing starts from late April 2026. We notified successful firms in mid-April.
AI Live Testing provides firms with a safe place to test AI systems in real-world conditions, with appropriate regulatory support and oversight. It will help firms who are further along in AI development and are ready to use it in live markets.
AI Live Testing can provide:
- Clarity on expectations.
- Confidence in deployment.
- A chance to shape best practice.
Download our Terms of Reference (PDF)[4] for more details.
If you have any questions about AI Live Testing, please contact us at: [email protected].
AI Spotlight
Projects accepted to the AI Spotlight will provide a real-world insight and practical understanding into how firms are experimenting with AI in financial services.
Innovators took part in a Showcase Day at the FCA London office on 28 January 2025. Projects selected for the AI Spotlight are featured on a dedicated AI Spotlight - Digital Showcase[5] page, which you can sign in to read. The page offers a valuable repository of practical solutions that showcase applications of AI across specific themes.
Applications to be part of the AI Spotlight will remain open. Download the participation pack (PDF)[6] for full details.
Apply for the AI Spotlight[7] See the Digital Showcase[5]
AI in UK and Singapore markets
We have entered an AI partnership with the Monetary Authority of Singapore (MAS)[8] to enable innovative firms in the UK and Singapore to scale and operate across both markets more effectively.
Existing and future AI Spotlight firms will have accelerated entry to MAS’ pathfin.ai[9] initiative.
Firms interested in taking part in future FCA-MAS AI Spotlight events should apply via the AI Spotlight programme.
AI Sprint
Bringing together industry, academics, regulators, technologists, and consumer representatives, we hosted an AI Sprint at our London office on 29-30 January 2025. The aim of the event was to help inform our regulatory approach to AI and how we can create the right environment for growth and innovation. We have now considered the feedback received and have published an AI Sprint summary[10].
AI Input Zone
We are reopening the AI Input Zone to ask for views and examples to inform a good and poor practice publication on AI later this year. We are keen to hear specific examples of what stakeholders feel 'good' looks like in terms of safe and responsible AI development, and what can be learned from and improved.
This component of the AI Lab is part of wider evidence gathering that will help shape our future regulatory approach.
We're asking for responses to the questions[11] by 19 June 2026.
Our approach to AI
We’ve been monitoring and supporting innovation in AI for many years. Our approach is rooted in the latest evidence and expertise.
We continue to deepen our understanding of how AI is being deployed in UK financial markets while monitoring it within our existing, wider regulatory framework.
Read more about our approach to AI[12].
