Designing the app for a business insights GPT.
I was hied in to conceptualise and design an interface for non-technical users to talk to data. We named it Firefly – a riff on the idea of illuminating data in new ways.
Product Strategy
UI Design
UX Design






FireflyBI was pioneering a new data processing and business insights platform used by organisation with complex, fragmented data source.
Our deep knowledge of user experience and working with complex requirements was instrumental in conceptualising a GPT-style ‘chat’ interface for non-technical users to ‘talk to data’. We named it Firefly Lumi – a riff on the idea of illuminating data in new ways.
Firefly Lumi was conceived before ChatGPT or other chat-based AI tools existed, so there was no good reference in the market to use at the time.
The primary challenge was to find an intuitive approach to querying insights across a complex data set and get simple, understandable insights back which could then be used to build reports or refine.
Architected a series a typical request/response playbacks
Designed a chat-based UI for data interaction with simple ‘ask to start’
Designed framework for history and ‘pick up where you left off’
Designed support mechanics for collaboration, integrations, and reporting
Secure additional funding
Gain feedback from current clients
Inform their roadmap for the next year
Maintain a position of market innovation