

Workshop | Building Data-Driven UX Personas with AI
βπ― For UX & product designers working with research | π 1.5 hours | π₯ 30 seats | π Live on Zoom | π΅ $88 Standard / $56 Uxcel Pro
βStop guessing who your users are. Build personas you can actually design from.
βPersonas are everywhere, and most of them are useless Theyβre generic. Theyβre assumption-heavy. And when AI enters the picture, those problems get worse, not better.
βIn this advanced, hands-on workshop, youβll learn how to use AI responsibly to build goal-oriented, evidence-based UX personas grounded in real research.
βLed by Elizabete Staerfeldt, UX & Service Designer with 10+ years of experience working inside complex systems (from Fortune 500s to AI-driven startups), this session focuses on thinking and decision-making, not shortcuts.
βOutcome: A repeatable, data-driven persona workflow, plus prompt patterns you can reuse in real UX work.
βπ§ What Youβll Learn
βHow to use AI to synthesize research, not invent users
βHow to build goal-oriented personas grounded in real data
βHow to spot and reduce bias, assumptions, and hallucinations in AI outputs
βHow to write prompts that generate actionable UX insights, not filler
βπ Agenda
βWhy personas fail: How AI amplifies common persona mistakes - and how to avoid them.
βHow AI interprets research inputs: Where hallucinations and bias come from, and how prompting shapes outcomes.
βGoal-oriented persona framework: A practical model focused on goals, behaviors, and constraints.
βHands-on task: Work with realistic research data and analyze a shared set of messy interview excerpts for a grocery app.
βBias & assumption check: Identify stereotypes, unsupported claims, and gaps in evidence.
βHands-on task: Synthesize a persona with AI by using structured prompts to turn research into one evidence-based persona.
βPrompting patterns for responsible UX: Reusable prompts for research synthesis and bias mitigation.
βShare & reflect: Compare outputs and discuss how to apply this approach in real projects.
βπ€ Who Should Attend
βThis workshop is for UX and product designers who already work with research and want to use AI without compromising research quality. Itβs designed for intermediate to advanced practitioners, not beginners.
βποΈ Meet Your Instructor
ββElizabete Staerfeldt is a UX & Service Designer with over a decade of experience helping global teams build products inside complex systems β from Fortune 500s to AI-driven startups.
ββShe specializes in using AI throughout the UX workflow, from research and synthesis to prototyping and decision-making. A seasoned mentor, speaker, and hands-on facilitator, Elizabete helps designers apply AI in practical, real-world ways β with a sharp eye on what still requires human judgment.
βββπ€ Brought to You By
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ββββπ Notes
ββββAll workshops include access to a full recording.
ββββIf youβre planning to expense this session, please purchase using your company card directly. Weβre might not be able to issue formal invoices after payment.
ββββTickets are non-refundable once the session has started.