HSBC / Klir
Helping small businesses succeed with AI-powered financial insights

Small and medium-sized businesses are the backbone of the UK economy, yet they are often underserved and misunderstood by the banking industry.
HSBC saw an opportunity to change that. Their vision was to create an AI-driven app designed to help business owners manage their finances more effectively and ultimately succeed.
We brought that vision to life by creating and launching Klir, a financial tool that uses machine learning to forecast transactions and provide business owners with clearer financial insights.

From concept to market
Over 22 months, we took Klir from alpha to beta, and into the hands of real users. We:
- Led all design and research work, including UX/UI, and defined the brand’s visuals, voice, and values.
- Developed the full-stack front and back end, integrating machine learning-driven insights and recommendations for iOS and Android.


- Defined the business value of the machine learning model, ensuring it worked for both HSBC and business owners.
- Launched and ran an 18-month beta phase, gathering insights from 32 users to continuously refine the product.
The learnings and technology from Klir were later incorporated into Kinetic, HSBC’s award-winning mobile business banking app.
A people-first product
Klir was designed for business owners at a critical stage in their journey – typically two years in, when they need solutions to better manage their finances, and time becomes their most valuable resource.
But not all businesses are the same. A retail shop handling daily transactions has very different financial needs from a consultant working on long-term contracts. We built Klir to adapt to different business models, ensuring that every business owner could get the right financial insights for them.
We conducted two years of research, from initial interviews with business owners to ongoing discovery throughout the beta phase. What we found was clear: small businesses need financial tools that are easy to use, time-saving, and built for everyday people – not just qualified accountants.
That’s why we designed Klir to feel more like a consumer app than a corporate banking tool, using friendly visuals, approachable language, and a clear user experience.

AI: Information for impact
Klir brings together financial data from users’ banking and accounting software, and integrates it through machine learning to deliver faster, clearer financial insights.
It’s a groundbreaking example of how AI can help small businesses manage their finances more efficiently and holistically by:
- Tracking cash flow and forecasting expenses, helping businesses plan ahead.
- Highlighting late payments and making it easier to send email reminders straight from the app.
- Providing real-time notifications when payments arrive, and advising on how much should be allocated for taxes.
- Answering important financial questions via chatbot, like “What is my profit margin this month?”

A win-win for UK businesses and HSBC
For small and medium-sized businesses, Klir automates what would otherwise be a time-consuming process of sorting through spreadsheets just to understand their financial position. Now, business owners can focus on running their business – or maybe even take a well-earned day off.
For HSBC, Klir’s aggregated financial data provides a clearer understanding of small and medium-sized businesses – a customer base that banks have historically struggled to serve effectively. These insights help HSBC iterate and create better banking solutions for businesses in the future.
Klir’s development followed the rise of open banking in the UK, as financial service regulations granted users more control over their financial data. Previously, business owners could only access their banking information through bank user interfaces.
Now, open banking APIs allow products like Klir to securely integrate multiple financial sources, giving business owners a more holistic financial picture.
A startup mindset inside a global bank
Working on Klir felt like building a fintech startup within a large banking institution. We were driven by an incubator spirit, bringing together product, design, and tech experts, while working closely with accountants, finance specialists, and HSBC stakeholders.
It was a chance to flex our process muscles – balancing the dynamics of building a breakthrough product that was not only innovative, but also secure and compliant with strict UK financial regulations.
Time is money
Klir makes it easier for business owners to succeed financially, and gives them something even more valuable in return: time to pursue whatever inspired them to start a business in the first place.
By simplifying financial decision-making, Klir helps businesses make smarter choices, faster. Instead of second-guessing their numbers, they get clear, actionable insights, so they can stay financially afloat and make sound business decisions with confidence.
People need to be supported to be able to fulfil their ambitions and their dreams.
