Innovation Call: Utilising Responsible AI for Better Consumer & Firm Outcomes

Part of the Financial Regulation Innovation Lab (FRIL)

This innovation call is now closed.

Are you developing a technology solution around responsible AI? Could it help financial services improve outcomes for their consumers and their business? If so, this is for you.  

We welcome applications from companies at any stage of development that can help address the challenges around the adoption and use of responsible AI. 

Full details below.

 

In partnership with

Funded by

In collaboration with

Accelerate your solution

Accelerate your solution

Selected participants will take part in an innovation challenge, during which they will work with leading global financial and professional services firms including Atos, Baillie Gifford, Barclays, BlackRock, CMS, Equifax, EY, Fujitsu, HSBC, Lloyds Banking Group, M&G, NatWestPwC, and Sopra Steria.

They will gain invaluable insight into real-world industry challenges and potential routes to market.   

They will also get the opportunity to pitch for up to £50,000 in funding to further develop their solutions. 

View the full eligibility criteria

Help shape the future of responsible AI in financial services

Help shape the future of responsible AI in financial services

We are inviting fintech innovators to join us in exploring the use of responsible AI in financial services.  

From customer interactions to risk management and operational processes, AI presents significant opportunities to improve efficiency, decision-making and scalability as well as improve outcomes for millions of consumers.   

This challenge is about finding new ways to support financial services organisations to adopt and use AI in a responsible manner, while navigating regulatory expectations. 

You will get the opportunity to work with leading financial institutions, and regulators, gaining unique insight into real-world challenges.  

In collaboration with industry leaders and regulators, we have identified key challenges and opportunities for proposition and product development.  

We’re looking for innovative solutions that can help financial services firms:

Identify, test and mitigate bias in AI-driven decision-making to ensure fair, explainable and defensible outcomes.

Design scalable assurance frameworks that strengthen auditability, accountability and trust in AI systems.

Ensure AI agents with access to sensitive data in single or multi-agent scenarios are part of operational governance systems which are robust and secure.

Transform ethical AI assessments from compliance checkboxes into dynamic, quantified risk tools that give AI system owners a clear picture of their exposure across ethical principles, regulatory obligations, and proportionate controls – enabling confident, defensible deployment decisions.

Identify patterns across complaints data to detect systemic issues earlier and prevent consumer harm.

Automate the generation of transparent, explainable management information that supports governance and regulatory oversight.

What will I get if I’m selected?

Work alongside some of the leading financial services firms in the UK

Learn from them about their challenges, their ways of working and how to best integrate your solutions within their businesses.

You may be eligible for a grant award up to £50,000 to develop your solution further.

Whether it’s tools for colleagues, analysis of data or the development of new functionalities, this could help you advance your proposition.

Expand your network through connections with industry peers, regulators, and academics.

Deepen your understanding of the evolving regulatory landscape.

Learn about the evolving regulatory landscape and the challenges financial services firms are facing in the deployment of innovative solutions whilst ensuring regulatory adherence.

Access information and insights from our industry partners.

Access support and inputs from our industry partners to help develop your solution.

Test your solutions in a safe and de-risked environment and accelerate adoption by co-creating market-ready, compliant, and consumer-centric solutions.

Timeline

Wednesday 23 June 2026

Applications open online 

Friday 31 July 2026 , 23:59

Applications close

Wednesday 5 August 2026

Successful applicants notified and next steps detailed

Thursday 6 August 2026, 13:00

Onboarding of successful applicants
Fintech requirement: 60 mins, online

Tuesday 11 August 2026

Kick-Off Day: Industry Challenge Partners briefing day to successful Fintech Applicants
Fintech requirement: all day, in person, in Edinburgh

August – September 2026

Virtual sessions with strategic partners organised by the FRIL team. 

Thursday 3 September 2026

Virtual pitch sessions for grant funding
Fintech requirement: 30 mins, between 09:00-17:00, online 

Tuesday 15 September 2026

Fintech Showcase Day – Applicants pitch their solutions to judging panel to secure grant funding
Fintech requirement: all day, in person, in Glasgow

Monday 21 September 2026

Grant award winners announced  

October 2026 – January 2027

Fintech project delivery with ongoing industry support 

February 2027

Innovation Call outcomes announced 

Interested?

If you have questions before applying, sign-up to attend one of our online Drop-In Clinics. 

Thursday 2 July 2026, 15:00

Thursday 16 July 2026, 13:00

Monday 27 July 2026, 14:00

Apply Now

FAQs

Who are FinTech Scotland? 

Learn about FinTech Scotlandhere 

What is the Financial Regulation Innovation Lab? 

The Financial Regulation Innovation Lab (FRIL) is an industry-led collaborative research and innovation programme focused on leveraging new technologies to respond to, shape and help evolve the future regulatory landscape in the UK and globally. FRIL is helping to create new employment and business opportunities, and enabling future talent.  

FRIL is a partnership between FinTech Scotland, a cluster management organisation that encourages innovation and collaboration within the financial services sector and the University of Strathclyde, 

FRIL will deliver two workstreams to support this: innovation calls; and knowledge exchange. There will be five innovations calls on industry-led themes between 2026 and 2029. Funded by Scottish Enterprise, FRIL will deliver this wide-ranging and ambitious agenda led by, and for the use of, the financial sector.  

Two additional workstreams will be supported, subject to funding: actionable research; skills and education.  

FRIL provides an environment for participants to engage and collaborate on the dynamic demands of financial regulation. This will allow them to explore, test and experiment with new technologies, build confidence in solutions and demonstrate their ability to meet regulatory standards worldwide.  

How does the award funding work? 

To be eligible to receive the grant award, the applicant must meet Funding Eligibility Criteria, including using the award to drive forward innovation in the UK with a focus on Scotland.  

What is the Funding Eligibility Criteria?

The award funding is provided through Scottish Enterprise.  

For the full guidance and eligibility criteriaclick here. 

Can I participate, but not apply for funding?

Absolutely. We welcome companies who do not meet the Funding Eligibility Criteria, but wish to participate in the Innovation Call to access the significant benefits including peer and industry engagement, thought leadership, and exposure. 

Is there a registration fee or any cost associated with participating?

No, there are no registration fees and no direct costs to participate. However, travel to Glasgow and Edinburgh will be required for events. Travel costs will not be reimbursed.  

Can I submit multiple entries or proposals?

If you want to address multiple use cases within this responsible AI innovation call, you can select more than one use case on the application form. 

You can submit a second application for the responsible AI innovation call as part of a partnership with another fintech. Please note partnership applications this will require one lead applicant organisation (please read the full eligibility criteria).

If you have applied for one of the FRIL’s innovation calls in the past, you are welcome to apply again now or in the future.

 

How are winners selected?

An assessment panel has been made up of industry representatives, fintech experts and academics. The panel will judge the information in the applications and the pitches based on assessment criteria and will make a collective decision.  

Will my intellectual property be protected during the innovation call?

All IP will remain under your ownership. The call invites you topresent your proposition to the judges in as much detail as you feel comfortable with.  

Can I seek external funding or investment for my idea during or after the challenge?

In line with UK subsidy control rules, no grant can be provided by us if it means that you would exceed your minimal financial assistance (MFA) allowance of £315,000 (or, if applicable, your de minimis threshold) within the current and past two financial years.

More information can be found in the Eligibility Criteria document.

Will there be any opportunities for networking with industry experts or potential investors?

Yes, FinTech Scotland and its partners have a broad partner network of academia, industry and investors. Opportunities could be as broad and as varied as pitching to the assessment panel made up of relevant industry experts, presenting at events and introductions to other relevant businesses ranging from SMEs and large enterprises.  

We will look to enable these introductions later in the process and very much driven by the demand from industry partners to be connected to specific fintechs. For the avoidance of doubt, FRIL’s role is to facilitate the innovation process and grant awards, but not influence or direct commercial outcomes of any subsequent engagement fintechs may have with industry partners Any subsequent commercial discussions, including procurement, testing, proof of concept, contract negotiation, or due diligence, are the sole responsibility of the parties (both fintech and industry partners) involved. 

By participating in FRIL, innovators can gain valuable insights, connections, and support to help them navigate the complex landscape of financial innovation. However, it is essential to understand that FRIL’s role is limited to facilitation, capacity building, and support; we do not have any involvement in or influence over commercial agreements or procurement decisions. 

Can I participate in the challenge if I am not from Scotland?

There are two parts to answering this question.    

We would be delighted for ANY business to apply for this challenge. Any business that believes they can make a meaningful contribution to the challenge statements is welcome to participate in the innovation challenge programme.   

That said, one specific aim of the FRIL is to stimulate fintech and financial services activity in Scotland. As such, applicants who want to be considered for grant funding must demonstrate how their project will benefits Scotland.  

Please outline in your submission how your application meets this requirement if you want to be considered for the potential £50,000 awards.   

How have previous applicants created economic benefit in Scotland?

This varies significantly, depending on the industry challenge being tackled and the solution offered. Across previous FRIL Innovation Calls, examples of economic benefit include, but are not limited to, the below. 

  • Scottish job creation – Evidenced by new roles, graduate roles, technical roles, high-value salaries, planned headcount growth in Scotland.
  • Scottish partnerships – Evidenced by partnerships with Scottish financial institutions, universities, accelerators, credit unions or public-sector bodies.
     
  • Investment and follow-on funding – Evidenced by new investment raised or matched funding.
     
  • Public-sector opportunity in Scotland – Evidenced by participation in CivTech, government contracts, public service improvements or responsible data use.
     
  • Productivity gains – Evidenced by time saved, process automation, reduction in manual effort, faster onboarding or reporting.
     
  • Market access and scaling – Evidenced by new pilots, commercial contracts, entry into financial services, international interest.
     
  • Research and innovation ecosystem – Evidenced by university collaboration, student / academic involvement, accelerators, white papers, AI or data capability building. 

What has the Grant Award funding been used for in the past?

The Grant Awards have enabled a wide range of activities and acceleration. For example: 

  • Developing proof-of-concepts, prototypes and MVPs: Grants were used to turn early ideas into testable products, including Proof of Concepts (PoCs), demonstrator tools, MVPs and test-ready platforms that could be shown to partners, customers or investors. 
  • Hiring specialist technical and product talent: Grants were used to recruit or dedicate software developers, AI specialists, ESG experts, product teams, academic collaborators and operational staff to accelerate delivery. 
  • Accessing and using data, infrastructure and specialist tools: Grants supported access to trade data, customer data, ESG data, proprietary datasets, verified primary data, cloud infrastructure and technical environments needed to build, test and validate solutions. 
  • Developing new product features and AI-enabled capabilities: Grants were used to add new functionality such as AI assistants, automated risk logic, dashboards, greenwashing detection, vulnerability scoring, market surveillance, regulatory mapping, workflow steering and customer profiling. 
  • Piloting, user testing and validating with end-users: Grants enabled companies to test solutions with banks, financial institutions, credit unions, advisers, analysts and other end-users, helping compress discovery, testing and validation timelines.
  • Improving regulatory, compliance, governance and reporting readiness: Grants were used to adapt products for regulated financial services environments, including compliance monitoring, ESG reporting, operational resilience mapping, governance reporting, auditability, traceability and evidence-based outputs. 

I have a question that is not included above, who should I contact?

Please contactFRIL@fintechscotland.comif you have any queries.  

You can also join an online Drop-In Clinic. These sessions are for applicants to discuss the programme and raise any queries ahead of applying. Registrations for these can be found on the application page above. 

Questions from the Fintech community

Below, we capture the questions and comments raised during the Drop-In Clinics. 

What is the expected level of evidence or maturity for submissions? 

It is sufficient to demonstrate an existing capability and a clear plan to validate and shape it with partners through the program. You can propose a concept or solution that’s already been developed or tried in a different context, as long as it addresses one of the use cases. 

Can we include a product demo in our application? 

You can include what you think is relevant to support your application, but bear in mind that you’ve only got 5 minutes for the video. Focus on explaining how your product or solution addresses the issue and how being part of the call will help advance the solution required by industry. 

What are the eligibility criteria for the grant funding? 

You must be a UK-registered company with a UK Business Bank account, and you cannot have started the project before. The funding is intended to help advance the product market fit of existing products, not to pay for business-as-usual salary costs. 

Can we use the grant funding to cover salary costs? 

Yes, but only if it’s for additional resources that will help advance the product to answer one of the use cases. You need to demonstrate that the costs are new or the programming of costs is intended to accelerate your product development and not just business-as-usual expenses. 

Are there any typical business scenarios or decisions that we can use as examples for our demo? 

Yes, examples might include credit decisioning, such as deciding whether to give someone a bank loan or not. You can assume that the industry partners are exploring the use of AI across a variety of their products and services. 

How much detail should we include in our application about our solution and intellectual property? 

Submit as much as you’re comfortable sharing, but be mindful that you’ll be sharing your ideas with others in the program. You can demonstrate that your solution is unique and different without revealing too much about your intellectual property. 

Is there a limit to the size of the company that can apply? 

No, companies of all sizes are welcome to apply, and there are no parameters regarding the scale of the business. 

If not applying for funding, is it still mandatory to attend the on September 15? 

Yes, this is a requirement of all fintechs within the cohortIt is a chance to pitch your proposition to all the industry partners and stakeholders. 

Can a proposition span multiple use cases, and how does use case selection influence industry partner review?

Yes, a proposition can legitimately span multiple use cases where there is a broader fit. Use case selection does not influence which industry partners will review your proposition.  

All deep dives are open to all fintechs in the cohort regardless of which use cases they’ve applied for.  

All industry partners will be at the Kick-Off and Showcase days, so you’ll have the opportunity to present to them all. 

What technology readiness level (TRL) do you expect applicants to be at? 

We don’t prescribe a specific TRL. We aim to be as inclusive as possible to answer the industry challenges (use cases). 

Case studies from past winners

With 120 fintech SMEs supported and £50K grants awarded to 27 firms to date, FRIL has driven tangible results. Find out about fintechs who have taken part in a FRIL innovation challenge and the impact it had on their business.