AI-enabled tax features for sole traders and the self-employed
Earnr, a finance and tax app for sole traders and the self-employed, wanted to introduce AI-enabled financial planning features. The catch: designing features that weren't technically feasible – yet.
I designed, prototyped and tested two AI features. AutoSort categorises income and expenses as they happen. TaxPot recommends personalised savings and sets up monthly direct debits towards tax bills.
20% of users filed their tax earlier than the previous year, after both features launched in April 2024 at the start of the tax filing period.





AI-enabled tax features for sole traders and the self-employed
Earnr, a finance and tax app for sole traders and the self-employed, wanted to introduce AI-enabled financial planning features. The catch: designing features that weren't technically feasible – yet.
I designed, prototyped and tested two AI features. AutoSort categorises income and expenses as they happen. TaxPot recommends personalised savings and sets up monthly direct debits towards tax bills.
20% of users filed their tax earlier than the previous year, after both features launched in April 2024 at the start of the tax filing period.


Income and expenses sorted automatically, no more manual sorting.
Personalised savings based on what you have, your deadlines and your tax estimate.



Progress bars, wizards and onboarding screens, built into Earnr’s design system. Both features handed over with full documentation. Some designs are under NDA.