Rosenverse
Designing Within the Lines: How the EU AI Act Can Spark Better AI Innovation

Log in or create a free Rosenverse account to watch this video.

Log in Create free account

100s of community videos are available to free members. Conference talks are generally available to Gold members.

Designing Within the Lines: How the EU AI Act Can Spark Better AI Innovation

Thursday, December 11, 2025 • DesignOps Community
Share the love for this talk
Designing Within the Lines: How the EU AI Act Can Spark Better AI Innovation
Speakers: Patrizia Bertini
Link:

Summary

Are you building or using AI in your products? Do you have customers in the EU, or plan to? If so, the EU AI Act isn’t just another piece of legislation. It’s a blueprint for the future of digital product design, a signal of where responsible, human-centered technology is headed. As the world’s first comprehensive AI law, the Act sets new expectations for trust, transparency, and accountability. And it doesn’t matter whether your team is in San Francisco, Singapore, or Sydney: if you build or use AI, this shift affects you. Let’s stop treating AI like a race, and start seeing it as a design challenge: how to build products that people trust, adopt, and keep using. From chatbots to recommendation engines, every AI-powered experience will soon need to meet standards for safety, explainability, and fairness. But this isn’t only about compliance. It’s about turning responsibility into a competitive edge, building systems that last, and products that lead. In this session, we’ll unpack what the EU AI Act means for design, product, and operations leaders, in plain language, no legal jargon required. You’ll walk away understanding: - How AI systems are classified and why “high risk” might apply to your product even if you’re not in the EU - Why transparency, documentation, and human oversight are becoming core design principles - How acting early can strengthen user trust, reduce risk, and set your team apart - How design and product roles are evolving and why that shift is an opportunity, not a threat This isn’t about avoiding fines. It’s about leading with integrity, designing technology people believe in, and using regulation as a launchpad for innovation. Whether you’re a designer, product manager, or operations leader, this session will help you understand what’s changing, take action now, and turn the EU AI Act into your next innovation catalyst.

Key Insights

  • The EU AI Act introduces penalties up to 35 million euros or 7% of global turnover for non-compliance, affecting any company serving European customers.

  • AI is agency with impact, not just a tool; it can make decisions dramatically affecting human lives.

  • Transparency and accountability are core to the AI Act, requiring detailed documentation and auditable logs of all AI decisions, preserved for up to 10 years.

  • High-risk AI systems, such as those used in healthcare or hiring, require bias testing, human oversight, and clear escalation paths.

  • Many current AI systems cannot be retrofitted to comply, making early compliance and documentation essential.

  • Chatbots are generally low or limited risk but become high risk if their decisions significantly impact humans, such as insurance claims denial.

  • Synthetic content generated or altered by AI must be persistently labeled as such to maintain transparency for users and auditors.

  • Human oversight must prevail in AI interactions; humans retain accountability and must be able to override AI decisions.

  • Designers need to create flows that embed human control, transparency, and accountability, moving beyond traditional user flows to 'agent flows' managing AI interactions.

  • Organizations should map their AI systems, classify risk levels, assign responsibility, and prioritize compliance as part of their product strategies.

Notable Quotes

"The AI Act can spark better innovation with AI rather than constraining it."

"Speed is not everything we need velocity—speed plus direction is key."

"AI is not a tool. AI has agency. AI makes decisions that impact people's lives."

"Machines cannot be accountable; responsibility is always human."

"If you are building or deploying AI that impacts people, you need to document everything."

"Transparency requires all decisions to be clear and understandable to non-technical users."

"Humans need to override and dominate AI because machines have no context or experience."

"Most AI systems today cannot be retrofitted easily to comply with regulation."

"Everything touched by AI becomes synthetic and needs persistent labeling."

"Real innovation is not being first; it's about doing it right and sustainably."

Ask the Rosenbot
Jemma Ahmed
Bringing together market and user research
2019 • Advancing Research Community
Kat Vellos
Opener: The Other L Word
2024 • DesignOps Summit 2020
Gold
Jayne Engle
Civic Design for the Next Seven Generations—A Discussion on Sacred Civics
2022 • Civic Design Community
Aleksandra Korczynska
Survey Tools
2026 • Advancing Research 2026
Gold
Lada Gorlenko
Theme 1: Discussion
2024 • Enterprise Experience 2020
Gold
Bria Alexander
Theme 1 Intro
2024 • DesignOps Summit 2024
Gold
Deanna Washington
Scaling Success: Paving the Path from DesignOps to VP
2023 • DesignOps Summit 2023
Gold
Carl Turner
You Can Do This: Understand and Solve Organizational Problems to Jumpstart a Dead Project
2023 • Advancing Research 2023
Gold
Jilanna Wilson
Distributed DesignOps Management
2019 • DesignOps Community
Abbey Smalley
Today’s Design Ops and Programs Landscape & Career Paths
2023 • DesignOps Summit 2023
Gold
Alison Rand
Scaling Impact with Service Design
2021 • DesignOps Community
Robert Fabricant
Industry junctures: Paths forwards for UXR and the critical decisions that get us there [Advancing Research Community Workshop Series]
2024 • Advancing Research Community
Billy Carlson
Tips to Utilize Wireframes to Tell an Effective Product Story
2023 • Enterprise UX 2023
Gold
Patrizia Bertini
Designing Within the Lines: How the EU AI Act Can Spark Better AI Innovation
2025 • DesignOps Community
Anna Avrekh
User Research, Design, and Product - A Love Story
2021 • Advancing Research 2021
Gold
Erika Kincaid
Connecting the Dots: How to Foster Collaboration and Build a Strong Design Review Culture
2022 • Design at Scale 2022
Gold

More Videos

Dr. Karl Jeffries

"Tech workers in the UK are five times more depressed than the UK average, with stress killing creativity."

Dr. Karl Jeffries

The Science of Creativity for DesignOps

January 8, 2024

Milan Guenther

"Public sector is not known for innovation, but frankly, there is a lot of important innovation happening in the public sector and driven by the public sector."

Milan Guenther Benjamin Kumpf

The $212 billion ‘so what?’: unlocking impact in development cooperation

November 20, 2025

Ben Davies

"You have to push against 200,000 years of evolution to encourage researchers to contribute to long-term repositories."

Ben Davies Matt Duignan Andrew Michael Dr. Emily DiLeo

Expert Panel: The Principles of Research Repository Design

March 11, 2022

Phil Gilbert

"We decided to make it an opt-in program and that accelerated early wins and self-selected positive outcomes."

Phil Gilbert

A Consistent Culture of Design

May 14, 2015

Prayag Narula

"It's important not to be a parachute researcher who just jumps in, asks questions, and jumps out without impact."

Prayag Narula Rida Qadri

HCI 2.0: Humanity Deserves the Attention that UX Research has to Offer

March 28, 2023

Ned Dwyer

"Research ops was actually there before research at TravelPerk, supporting designers first."

Ned Dwyer Emily Stewart James Wallis

The Intersection of Design and ResearchOps

September 24, 2024

Erin Weigel

"Power users would right click and open listings in new tabs to keep their place in search results."

Erin Weigel

Real-world lessons to improve your conversion rates

June 26, 2024

Samuel Proulx

"Designing for the average means designing for nobody."

Samuel Proulx

From Standards to Innovation: Why Inclusive Design Wins

November 19, 2025

Cheryl Platz

"Designing for human motivation makes experiences more likely to thrive long term."

Cheryl Platz

Embrace Your Fun Factor: Game Development Best Practices for Product Design

January 9, 2026