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Innovation facilitation, workshop design & AI

Move Teams
From Stuck
to Shipped.

I design and facilitate workshops that do actual work: aligning stakeholders, unblocking product decisions, and helping teams work out where AI genuinely fits, whether it can be trusted, and what people need to work with it.

What We Can Work On

01

Product Discovery & Alignment

Design thinking and discovery sprints that turn an ambitious idea into user journeys, prioritised epics and a shared product vision. For founders, product teams and mixed stakeholder groups who need to agree what to build first, and why.

Online (Miro) · In person · Half day to multi-day sprint

02

AI Use-Case & Adoption Workshops

Finding where AI genuinely fits into people's work, rather than where the technology could be used. We map workflows, adoption barriers and risks, then prioritise use cases worth prototyping and testing.

Online or in person · Teams introducing copilots, agents or automation

More on AI adoption ↗ (opens in new tab)

03

AI Trust Audits

Structured audit workshops for assessing AI systems with the people affected by them, built on the four pillars of Trust by Design: explainability, override, recoverability and accountability. For practitioners, researchers and advocacy groups.

Community workshops · Open-source toolkit

TrustAudit Tools ↗ (opens in new tab)

04

AI Literacy Through Making

Creative workshops where participants learn that algorithms are human-made and programmable, by drawing the systems that shape their digital lives. Developed with schools as part of Seeing the Algorithm.

Schools · Young people · Participatory design

Seeing the Algorithm case study →
Workshop Case Studies

01 / 03

EU · Public Sector · Cross-Border

EU
GOV

Format

Online (Miro) + In-person

Stakeholders

EU Commission, German Government, technical leads, UX teams

Scope

UI integration across multiple EU member states

EU Commission UX Workshops & Digital Services Integration

EU UX Workshops in session

Research persona — workshop artefacts confidential under NDA

I led Miro-based UX workshops with the EU Commission, representing the German Government in discussions on user interface integration across borders. These sessions focused on aligning different nations' design standards, regulations, and user needs to ensure a seamless experience across member states.

In-person, I facilitated workshops with technical and business stakeholders — guiding teams through creative design thinking methods to define the user journey for the app. The challenge was bridging the gap between business goals, technical feasibility, and very different national user expectations.

What these sessions delivered

  • Shared design language and UI standards aligned across multiple EU member states
  • User journey maps co-created with technical and policy stakeholders
  • Clear handover documentation bridging design decisions to development
  • A user research framework adaptable for future EU digital services

Outcome

A user-centred framework for cross-border digital services — built through genuine collaboration between nations rather than imposed from the top down.

02 / 03

Health Tech · Startup · Product Discovery

HEALTH
TECH

Format

Product discovery sprint + stakeholder alignment

Stakeholders

Founders, clinical advisors, development team, investors

Scope

Early-stage product definition for a health app

Defining the Vision for a Health Startup App

Product Discovery Sprint

Storyboards · Epics · Wireframes · Personas

Workshop artefacts confidential — NDA

I helped a health tech startup translate their vision into a structured product roadmap — taking them from an ambitious idea to a clear, buildable plan. The challenge was getting a diverse group of stakeholders (founders, clinicians, developers, investors) aligned on what to build first, and why.

Using participatory design methods, I guided the team through a series of workshops that moved from big-picture vision to concrete, prioritised epics — with the user always at the centre.

What these sessions delivered

  • Aligned stakeholders on business goals and user experience priorities
  • Storyboards, epics, and wireframes defining the full product journey
  • Personas highlighting diverse user needs across markets
  • A UX foundation balancing innovation, clinical feasibility, and product strategy

Outcome

A scalable, user-centred app roadmap aligned with the startup's long-term goals — and a team that understood exactly what they were building and who it was for.

03 / 03

AI · Responsible AI · Community

AI
TRUST

Format

Structured community audit workshops

Stakeholders

Practitioners, researchers and advocacy groups

Scope

Assessing AI systems against explainability, override, recoverability and accountability

AI Trust Audits with TrustAudit Tools

AI Trust Audits

Explainability · Override · Recoverability · Accountability

TrustAudit Tools is an open-source community platform I created for assessing AI systems. The workshops give the people affected by an AI system a structured way to examine it: what it explains, where humans can step in, how mistakes are put right, and who is accountable.

Visit trustaudit.tools ↗ (opens in new tab)

Workshop Methods

I draw on a toolkit of proven facilitation methods, choosing the right combination based on where the team is stuck and what they need to produce.

Design Thinking Sprints

Co-Creation Sessions

Stakeholder Mapping

Journey Mapping

Assumption Mapping

Participatory Design

AI Use-Case Mapping

Human-in-the-Loop Mapping

Trust Audits

Ready to run
a workshop?

AI workshop? See aiadoption.design ↗ (opens in new tab)