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
Brenna Fallon
Learning Over Outcomes
2019 • DesignOps Summit 2019
Gold
Tony Turner
Capturing Deep Insights
2021 • DesignOps Summit 2021
Gold
Harry Brignull
Beyond Clicks and Tricks: Why deceptive design has grown into a regulatory faultline
2026 • Rosenfeld Community
Landon Barnes
Are My Research Findings Actually Meaningful?
2022 • Advancing Research 2022
Gold
Bianca Jefferson
From Sprints to Systems: Operationalizing Continuous Discovery Through DesignOps
2025 • DesignOps Summit 2025
Gold
Adam Cutler
People + Places + Practices = Outcomes
2016 • Enterprise UX 2016
Gold
How to Identify and Increase your "Experience Quotient"
2018 • Enterprise Experience 2018
Gold
Robert Reimann
Taming Design Complexity with UX Models
2017 • Enterprise Experience 2017
Gold
Sabrina Mach
How to Design Your Design Operating Model
2021 • DesignOps Summit 2021
Gold
Bria Alexander
Day 3 Welcome
2024 • DesignOps Summit 2024
Gold
Satyam Kantamneni
Do You Have an Experience Vision?
2023 • Enterprise Community
Dr Chloe Sharp
Using Evidence and Collaboration for Setting and Defending Priorities
2023 • Design in Product 2023
Gold
Jennifer Kong
Journeying toward AI-assisted documentation in healthcare
2024 • Designing with AI 2024
Gold
Sharon Banh
Reimagining research: What does the field need to grow? [Advancing Research Community Workshop Series]
2024 • Advancing Research Community
Angy Peterson
More Than Technology: Personalized Public Sector Experiences
2021 • Civic Design 2021
Gold
Victor Udoewa
Theme One Intro
2023 • Advancing Research 2023
Gold

More Videos

Erika Kincaid

"Design review is simply the act of designers collaborating to increase quality and craft."

Erika Kincaid Brenna Heaps Jessica Tsukimura

Connecting the Dots: How to Foster Collaboration and Build a Strong Design Review Culture

June 8, 2022

Catherine Courage

"Having unbookable, configurable spaces for real-time collaboration is crucial for creativity."

Catherine Courage

The Enterprise UX Journey: Lessons From the Voyage & The Opportunity Ahead

May 13, 2015

Shahrzad Samadzadeh

"Some situations are not worth saving. If you have no champion, no clarity, and no purpose, is it worth it to continue?"

Shahrzad Samadzadeh

What Is My Value? Two Takes and Some Mistakes

January 8, 2024

Bria Alexander

"Knowing your boundaries and skills lets you focus influence into meaningful outcomes rather than spreading too thin."

Bria Alexander Meredith Black Tim Gilligan

State of DesignOps Panel

October 1, 2021

Bud Caddell

"This conference is a polished snapshot of conversations already happening at scale in the community."

Bud Caddell Kristin Skinner Alana Washington

DesignOps Community Sensing Session

May 13, 2021

Ian Johnson

"Multilingual embedding models can cluster similar meanings across languages in a shared latent space."

Ian Johnson

Latent Scope: Finding structure in unstructured data

June 11, 2025

Rob Mitzel

"You owe it to your organization and your team to grow the practice while staying true to your vision."

Rob Mitzel Sébastien Malo

The Tale of Two Companies: Building a Successful UX Practice in a Century-Old Enterprise

January 8, 2024

Gabriela Barneva

"Doing accessibility from the start saves cost by avoiding expensive retrofits and rework later on."

Gabriela Barneva

Operationalizing Inclusive Design in Design Ops

September 11, 2025

Vincent Brathwaite

"AI possesses the potential to elevate healthcare diagnostics to unprecedented heights."

Vincent Brathwaite

Opener: Past, Present, and Future—Closing the Racial Divide in Design Teams

October 22, 2020