arpy dragffy

Projects — Select Work & Clients

Projects

For over a decade I've embedded with leadership teams at the moment they are deciding what to build next in a shifting landscape — running the research, framing the futures question, and translating behavioral evidence into direction they can commit to.

Trusted by

MicrosoftSpotifyTELUSBellHims & HersMozillaNFLLa LigaSchneider ElectricGov. of CanadaSimon Fraser University

Selected Engagements

Select Projects

  • AI-native mobile devices

    Foresight research on the future of AI-native mobile. The work surfaced that safety concerns — not capability gaps — were the primary structural barrier to AI feature adoption, a finding that reshaped product direction.

  • Spotify for Artists

    UX research and CX strategy for the creator platform — analytics and creator tools. Findings informed product and design decisions across the creator experience.

  • Self-service & the digital journey

    Service design of self-service tools to reduce support volume and modernize the digital customer journey for a national telecom.

  • Preparing for the LLM traffic shift

    A full digital AI strategy to ready the website and core conversion funnels for the shift in how Google and LLMs route traffic to revenue.

  • Personalizing the conversion funnel

    Evaluated and enhanced personalization across the core conversion funnels, with competitive analysis and benchmarking to sharpen the path from interest to enrollment.

  • A new AI-powered weather app

    Took a new AI-powered weather product from 0→1 — defining the experience and testing the forecasting interactions that actually change behavior, on a category built on habit rather than novelty.

  • Innovating the donor experience

    Identified gaps in how donors actually interact with Canada's leading environmental charity — and the opportunities to transform the digital experience around those moments.

  • Evaluating agentic marketing products

    Evals and analysis of the core experience of new marketing-specific agents — their deliverables and the conversational experience surrounding them — ahead of go-to-market.

  • An omnichannel CX master plan for transit

    Defined the future of multi-modal transit in preparation for the FIFA World Cup 2026 — including a new measurement framework for the CX indicators that matter most.

  • Launching a digital collectibles platform

    Took a new digital collectibles platform from the ground up — initial market research, go-to-market UX research, and post-launch product measurement — building the evidence base at every stage from concept to market.

Community & volunteer work

Giving time

David Suzuki FoundationFuturpreneurKidSafeTechstarsVancouver Tourism

How the work runs

One 0→1 workflow, end to end

Vision planning, signal gathering, strategic alignment, prototyping, testing, and PRDs — run as a single workflow rather than handed between teams. The methodology behind it, built at PH1, makes the behavioral layer of AI adoption visible to leadership before it shows up as failed ROI.