qplum
Onboarding into an algorithmic portfolio
qplum qfolio: onboarding into AI-driven investment portfolios — a chatbot that produces a financial plan, and the regulated account opening behind it.

Impact
- +2%
- Onboarding conversion after the app redesign
- 2
- Platforms redesigned, iOS and Android
Case snapshot
The situation
Investing as a utility, sold to people who have never opened a brokerage account.
qplum is a US online investment advisory firm offering portfolios driven by AI and machine learning — retirement planning, IRA accounts, 401k rollovers and personal investing accounts. Its positioning was investing as a utility.
That positioning sets the design problem. A utility is something you set up once without thinking hard about it; a regulated brokerage account is the opposite, and the onboarding has to absorb that difference.
What the app had to let someone do
Get a plan
Talk to an AI-powered chatbot and get a free financial plan.
Invest
Invest in a blend of qplum’s top portfolios.
Open accounts
Open Traditional, Roth and SEP IRA accounts; roll over an existing IRA or 401k.
Track
Follow the performance of an ETF portfolio.
My scope
The only designer, across onboarding, funding and the apps.
- What I owned
- User research and a dashboard for users already invested with qplum; the funding steps, including linking different types of bank account; QBot, the chatbot that gives personalised suggestions and reminders; and a redesign of the iOS and Android apps.
- Beyond the screens
- The main landing page, and a product design process and design system that the design team grew around.
The hard call
A chatbot giving financial advice sits inside a regulated perimeter.
qplum is registered with the SEC as an Investment Advisor and with the NFA as a Commodity Trading Advisor. Brokerage and clearing ran through Apex Clearing and Interactive Brokers, both FINRA/SIPC members, with accounts SIPC-protected up to $500,000, including $250,000 for cash.
That dictates what a conversational interface is allowed to say. A chatbot that produces a free financial plan has to be friendly and helpful without straying into advice the firm cannot give in that format.
The craft
The conversation, and the account behind it.


Impact
More people made it through onboarding.
- +2%
- Onboarding conversion after the app redesign
- 2
- Platforms redesigned, iOS and Android
For the detailed case study, reach out to me (opens Gmail in a new tab).