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Detecting Online Hate in Real Time With AI Moderation

Detecting Online Hate in Real Time With AI Moderation

Alongside Penemue, we designed how an AI moderation system detects and acts on harmful content in real time, keeping the interface clear about what was flagged and why.

Trust & Safety · AI Product · UX/UI Design

Ongoing

Detecting Online Hate in Real Time With AI Moderation

Trust & Safety · AI Product · UX/UI Design

Wearable Health: From Industrial Design to AI-Guided Care

Wearable Health: From Industrial Design to AI-Guided Care

As long-term product partner to a stealth healthtech company, we shaped the wearable device, the software, and the AI that processes physiologic data and guides patients.

Health · AI Product · UX/UI Design · Industrial Design

Ongoing

Wearable Health: From Industrial Design to AI-Guided Care

Health · AI Product · UX/UI Design · Industrial Design

Turning the Car Interior Into a Local Generative AI Experience

Turning the Car Interior Into a Local Generative AI Experience

Together with Volkswagen Group, we designed an in-car experience powered by on-device generative AI, blending curated and generated content with privacy and instant response.

Automotive · Generative AI · UX/UI Design

Confidential

Turning the Car Interior Into a Local Generative AI Experience

Automotive · Generative AI · UX/UI Design

Evolving a Configuration Tool Into an AI Planning Partner

Evolving a Configuration Tool Into an AI Planning Partner

Partnering with Siemens on a power-distribution platform, we led research and redesign, and mapped where AI can evolve it into an intelligent planning partner.

Industrial · UX Research · AI Strategy · UX/UI Design

Confidential

Evolving a Configuration Tool Into an AI Planning Partner

Industrial · UX Research · AI Strategy · UX/UI Design

Design Operations: A Multi-Brand System Kept Maintainable With AI

Design Operations: A Multi-Brand System Kept Maintainable With AI

With BMW, we built AI tooling that keeps a vast design system consistent and current, within the information security requirements of an automotive group.

Automotive · AI Workflow · Design Operations

Ongoing

Design Operations: A Multi-Brand System Kept Maintainable With AI

Automotive · AI Workflow · Design Operations

Designing an AI Vision for Human-Centered Digital Banking

Designing an AI Vision for Human-Centered Digital Banking

For a German retail bank, we shaped an AI banking vision built on trust: an assistant that simplifies complex tasks, adaptive generative interfaces, and a seamless handoff to human experts.

Finance · AI Strategy · UX/UI Design · Generative AI

Confidential

Designing an AI Vision for Human-Centered Digital Banking

Finance · AI Strategy · UX/UI Design · Generative AI

Turning Fragmented Systems Into One AI-Driven Workflow

Turning Fragmented Systems Into One AI-Driven Workflow

With Mercedes-Benz, we turned a fragmented workflow into one AI-guided tool that surfaces what each step needs, so teams handle rising volume without added complexity.

Enterprise Software · AI Workflow · UX/UI Design

Confidential

Turning Fragmented Systems Into One AI-Driven Workflow

Enterprise Software · AI Workflow · UX/UI Design

Detecting Online Hate in Real Time With AI Moderation

Detecting Online Hate in Real Time With AI Moderation

Alongside Penemue, we designed how an AI moderation system detects and acts on harmful content in real time, keeping the interface clear about what was flagged and why.

Trust & Safety · AI Product · UX/UI Design

Ongoing

Detecting Online Hate in Real Time With AI Moderation

Trust & Safety · AI Product · UX/UI Design

Wearable Health: From Industrial Design to AI-Guided Care

Wearable Health: From Industrial Design to AI-Guided Care

As long-term product partner to a stealth healthtech company, we shaped the wearable device, the software, and the AI that processes physiologic data and guides patients.

Health · AI Product · UX/UI Design · Industrial Design

Ongoing

Wearable Health: From Industrial Design to AI-Guided Care

Health · AI Product · UX/UI Design · Industrial Design

Turning the Car Interior Into a Local Generative AI Experience

Turning the Car Interior Into a Local Generative AI Experience

Together with Volkswagen Group, we designed an in-car experience powered by on-device generative AI, blending curated and generated content with privacy and instant response.

Automotive · Generative AI · UX/UI Design

Confidential

Turning the Car Interior Into a Local Generative AI Experience

Automotive · Generative AI · UX/UI Design

Evolving a Configuration Tool Into an AI Planning Partner

Evolving a Configuration Tool Into an AI Planning Partner

Partnering with Siemens on a power-distribution platform, we led research and redesign, and mapped where AI can evolve it into an intelligent planning partner.

Industrial · UX Research · AI Strategy · UX/UI Design

Confidential

Evolving a Configuration Tool Into an AI Planning Partner

Industrial · UX Research · AI Strategy · UX/UI Design

Design Operations: A Multi-Brand System Kept Maintainable With AI

Design Operations: A Multi-Brand System Kept Maintainable With AI

With BMW, we built AI tooling that keeps a vast design system consistent and current, within the information security requirements of an automotive group.

Automotive · AI Workflow · Design Operations

Ongoing

Design Operations: A Multi-Brand System Kept Maintainable With AI

Automotive · AI Workflow · Design Operations

Designing an AI Vision for Human-Centered Digital Banking

Designing an AI Vision for Human-Centered Digital Banking

For a German retail bank, we shaped an AI banking vision built on trust: an assistant that simplifies complex tasks, adaptive generative interfaces, and a seamless handoff to human experts.

Finance · AI Strategy · UX/UI Design · Generative AI

Confidential

Designing an AI Vision for Human-Centered Digital Banking

Finance · AI Strategy · UX/UI Design · Generative AI

Turning Fragmented Systems Into One AI-Driven Workflow

Turning Fragmented Systems Into One AI-Driven Workflow

With Mercedes-Benz, we turned a fragmented workflow into one AI-guided tool that surfaces what each step needs, so teams handle rising volume without added complexity.

Enterprise Software · AI Workflow · UX/UI Design

Confidential

Turning Fragmented Systems Into One AI-Driven Workflow

Enterprise Software · AI Workflow · UX/UI Design

Detecting Online Hate in Real Time With AI Moderation

Detecting Online Hate in Real Time With AI Moderation

Alongside Penemue, we designed how an AI moderation system detects and acts on harmful content in real time, keeping the interface clear about what was flagged and why.

Trust & Safety · AI Product · UX/UI Design

Ongoing

Detecting Online Hate in Real Time With AI Moderation

Trust & Safety · AI Product · UX/UI Design

Wearable Health: From Industrial Design to AI-Guided Care

Wearable Health: From Industrial Design to AI-Guided Care

As long-term product partner to a stealth healthtech company, we shaped the wearable device, the software, and the AI that processes physiologic data and guides patients.

Health · AI Product · UX/UI Design · Industrial Design

Ongoing

Wearable Health: From Industrial Design to AI-Guided Care

Health · AI Product · UX/UI Design · Industrial Design

Turning the Car Interior Into a Local Generative AI Experience

Turning the Car Interior Into a Local Generative AI Experience

Together with Volkswagen Group, we designed an in-car experience powered by on-device generative AI, blending curated and generated content with privacy and instant response.

Automotive · Generative AI · UX/UI Design

Confidential

Turning the Car Interior Into a Local Generative AI Experience

Automotive · Generative AI · UX/UI Design

Evolving a Configuration Tool Into an AI Planning Partner

Evolving a Configuration Tool Into an AI Planning Partner

Partnering with Siemens on a power-distribution platform, we led research and redesign, and mapped where AI can evolve it into an intelligent planning partner.

Industrial · UX Research · AI Strategy · UX/UI Design

Confidential

Evolving a Configuration Tool Into an AI Planning Partner

Industrial · UX Research · AI Strategy · UX/UI Design

Design Operations: A Multi-Brand System Kept Maintainable With AI

Design Operations: A Multi-Brand System Kept Maintainable With AI

With BMW, we built AI tooling that keeps a vast design system consistent and current, within the information security requirements of an automotive group.

Automotive · AI Workflow · Design Operations

Ongoing

Design Operations: A Multi-Brand System Kept Maintainable With AI

Automotive · AI Workflow · Design Operations

Designing an AI Vision for Human-Centered Digital Banking

Designing an AI Vision for Human-Centered Digital Banking

For a German retail bank, we shaped an AI banking vision built on trust: an assistant that simplifies complex tasks, adaptive generative interfaces, and a seamless handoff to human experts.

Finance · AI Strategy · UX/UI Design · Generative AI

Confidential

Designing an AI Vision for Human-Centered Digital Banking

Finance · AI Strategy · UX/UI Design · Generative AI

Turning Fragmented Systems Into One AI-Driven Workflow

Turning Fragmented Systems Into One AI-Driven Workflow

With Mercedes-Benz, we turned a fragmented workflow into one AI-guided tool that surfaces what each step needs, so teams handle rising volume without added complexity.

Enterprise Software · AI Workflow · UX/UI Design

Confidential

Turning Fragmented Systems Into One AI-Driven Workflow

Enterprise Software · AI Workflow · UX/UI Design

Detecting Online Hate in Real Time With AI Moderation

Detecting Online Hate in Real Time With AI Moderation

Alongside Penemue, we designed how an AI moderation system detects and acts on harmful content in real time, keeping the interface clear about what was flagged and why.

Trust & Safety · AI Product · UX/UI Design

Ongoing

Detecting Online Hate in Real Time With AI Moderation

Trust & Safety · AI Product · UX/UI Design

Wearable Health: From Industrial Design to AI-Guided Care

Wearable Health: From Industrial Design to AI-Guided Care

As long-term product partner to a stealth healthtech company, we shaped the wearable device, the software, and the AI that processes physiologic data and guides patients.

Health · AI Product · UX/UI Design · Industrial Design

Ongoing

Wearable Health: From Industrial Design to AI-Guided Care

Health · AI Product · UX/UI Design · Industrial Design

Turning the Car Interior Into a Local Generative AI Experience

Turning the Car Interior Into a Local Generative AI Experience

Together with Volkswagen Group, we designed an in-car experience powered by on-device generative AI, blending curated and generated content with privacy and instant response.

Automotive · Generative AI · UX/UI Design

Confidential

Turning the Car Interior Into a Local Generative AI Experience

Automotive · Generative AI · UX/UI Design

Evolving a Configuration Tool Into an AI Planning Partner

Evolving a Configuration Tool Into an AI Planning Partner

Partnering with Siemens on a power-distribution platform, we led research and redesign, and mapped where AI can evolve it into an intelligent planning partner.

Industrial · UX Research · AI Strategy · UX/UI Design

Confidential

Evolving a Configuration Tool Into an AI Planning Partner

Industrial · UX Research · AI Strategy · UX/UI Design

Design Operations: A Multi-Brand System Kept Maintainable With AI

Design Operations: A Multi-Brand System Kept Maintainable With AI

With BMW, we built AI tooling that keeps a vast design system consistent and current, within the information security requirements of an automotive group.

Automotive · AI Workflow · Design Operations

Ongoing

Design Operations: A Multi-Brand System Kept Maintainable With AI

Automotive · AI Workflow · Design Operations

Designing an AI Vision for Human-Centered Digital Banking

Designing an AI Vision for Human-Centered Digital Banking

For a German retail bank, we shaped an AI banking vision built on trust: an assistant that simplifies complex tasks, adaptive generative interfaces, and a seamless handoff to human experts.

Finance · AI Strategy · UX/UI Design · Generative AI

Confidential

Designing an AI Vision for Human-Centered Digital Banking

Finance · AI Strategy · UX/UI Design · Generative AI

Turning Fragmented Systems Into One AI-Driven Workflow

Turning Fragmented Systems Into One AI-Driven Workflow

With Mercedes-Benz, we turned a fragmented workflow into one AI-guided tool that surfaces what each step needs, so teams handle rising volume without added complexity.

Enterprise Software · AI Workflow · UX/UI Design

Confidential

Turning Fragmented Systems Into One AI-Driven Workflow

Enterprise Software · AI Workflow · UX/UI Design

Detecting Online Hate in Real Time With AI Moderation

Detecting Online Hate in Real Time With AI Moderation

Alongside Penemue, we designed how an AI moderation system detects and acts on harmful content in real time, keeping the interface clear about what was flagged and why.

Trust & Safety · AI Product · UX/UI Design

Ongoing

Detecting Online Hate in Real Time With AI Moderation

Trust & Safety · AI Product · UX/UI Design

Wearable Health: From Industrial Design to AI-Guided Care

Wearable Health: From Industrial Design to AI-Guided Care

As long-term product partner to a stealth healthtech company, we shaped the wearable device, the software, and the AI that processes physiologic data and guides patients.

Health · AI Product · UX/UI Design · Industrial Design

Ongoing

Wearable Health: From Industrial Design to AI-Guided Care

Health · AI Product · UX/UI Design · Industrial Design

Turning the Car Interior Into a Local Generative AI Experience

Turning the Car Interior Into a Local Generative AI Experience

Together with Volkswagen Group, we designed an in-car experience powered by on-device generative AI, blending curated and generated content with privacy and instant response.

Automotive · Generative AI · UX/UI Design

Confidential

Turning the Car Interior Into a Local Generative AI Experience

Automotive · Generative AI · UX/UI Design

Evolving a Configuration Tool Into an AI Planning Partner

Evolving a Configuration Tool Into an AI Planning Partner

Partnering with Siemens on a power-distribution platform, we led research and redesign, and mapped where AI can evolve it into an intelligent planning partner.

Industrial · UX Research · AI Strategy · UX/UI Design

Confidential

Evolving a Configuration Tool Into an AI Planning Partner

Industrial · UX Research · AI Strategy · UX/UI Design

Design Operations: A Multi-Brand System Kept Maintainable With AI

Design Operations: A Multi-Brand System Kept Maintainable With AI

With BMW, we built AI tooling that keeps a vast design system consistent and current, within the information security requirements of an automotive group.

Automotive · AI Workflow · Design Operations

Ongoing

Design Operations: A Multi-Brand System Kept Maintainable With AI

Automotive · AI Workflow · Design Operations

Designing an AI Vision for Human-Centered Digital Banking

Designing an AI Vision for Human-Centered Digital Banking

For a German retail bank, we shaped an AI banking vision built on trust: an assistant that simplifies complex tasks, adaptive generative interfaces, and a seamless handoff to human experts.

Finance · AI Strategy · UX/UI Design · Generative AI

Confidential

Designing an AI Vision for Human-Centered Digital Banking

Finance · AI Strategy · UX/UI Design · Generative AI

Turning Fragmented Systems Into One AI-Driven Workflow

Turning Fragmented Systems Into One AI-Driven Workflow

With Mercedes-Benz, we turned a fragmented workflow into one AI-guided tool that surfaces what each step needs, so teams handle rising volume without added complexity.

Enterprise Software · AI Workflow · UX/UI Design

Confidential

Turning Fragmented Systems Into One AI-Driven Workflow

Enterprise Software · AI Workflow · UX/UI Design

Our Specialities

We are experts in designing and building impactful software solutions balancing people, business, technology and the planet.

35

Industry Experts

14

Years of Service

Insights & Strategy

We serve as a strategic partner, incubating new ideas and opportunities while collaboratively envisioning a comprehensive vision and roadmap to success.

UX/UI Design

We offer comprehensive UX/UI services, crafting intuitive and visually stunning interfaces that enhance user experience and delight users.

Prototyping & Technology

We see high-fidelity prototyping, product proofing, and development across devices as an integral part of product innovation.

Turning AI into Actual Intelligence

AI is on every roadmap, and quietly in most of our projects already. Three ways we work with it:

AI in Your Product

Everyone has the models. Few have AI their customers actually feel. We design that part: trust, correction, and control, built in from the first sketch. In apps, in vehicles, in devices.

See Our Work

AI Strategy

The roadmap says AI, but it’s hard to know what’s possible, let alone what to build first. Our AI Use Case Sprint takes a team from ambition to prioritized, feasibility-checked use cases in one week. Developed in practice, published at ACM DIS 2026.

AI in Our Practice

We work with AI every day: design-to-code, design ops, our own tools. It lets us explore more directions, test more with users, and ship higher quality. And working with these systems daily is how we know what they can do and where they fail.

Delivering Impact

Humanizing the HRI Standards for Agile Robots
Agile Robots | Humanoid Interaction

Humanizing the HRI Standards for Agile Robots

Human Robot Interaction (HRI) · UX/UI Design · Experience Strategy
Simple and Reliable – A New Way of Providing Medical Care at Home
JDM | Smila Gen 2

Simple and Reliable – A New Way of Providing Medical Care at Home

Health · UX/UI Design · Development
Revolutionizing the Companion Experience for BMW/MINI Vehicles
BMW | My BMW/MINI Apps

Revolutionizing the Companion Experience for BMW/MINI Vehicles

Automotive · UX/UI Design · Mobile Experience
Redesigning the Digital Passenger Information on the ICE
Deutsche Bahn | ICE Screens

Redesigning the Digital Passenger Information on the ICE

Transportation · UX/UI Design · Technology

Transportation

We collaborate with national and regional mobility providers to ensure easy access to sustainable transportation for all. We excel at orchestrating multi-modal travel through attractive touchpoints and crafting truly barrier-free solutions.

Automotive

We love creating stunning digital experiences that ensure driver safety and spark pleasure, developing unique remote services, and defining seamless, holistic ecosystems for our valued partners in the car industry, elevating the driving experience to new heights.

Finance

We are passionate about helping people gain control of their finances. We shape products for consumers to plan their financial future and make smart investments, and create powerful trading software for heavy traders and market makers.

Health

We are dedicated to working with companies that provide solutions for those in need, from cutting-edge biotech innovations to personal health devices and elderly care services. We ensure caregivers have the right resources to deliver excellent healthcare.

Clients

Since our foundation in 2012, our team has proudly served Fortune 500 companies and start-ups in various industries with excellence and dedication.

90

Returning Clients

100

Projects Delivered

Spotlight

Insight
Insight

AI in Retail Finance: Why “Safe” Chatbots Fail, and What Comes Next

14 Jul 2026
Event
Event

FIBE Berlin 2026 Recap: What’s Next for Retail Finance?

22 Apr 2026
Event
Event

Human-Centered Leadership in the Age of AI: Insights from the IDZ Member Circle

28 Jan 2026

Awards

4x

iF Design Award

3x

Red Dot Award

3x

UX Design Award

3x

German Design Award

5x

German Brand Award

+

ABC Winner

Connect

Partner with zigzag

We are eager to hear more about exciting challenges and amazing opportunities to develop the latest products, services, and experiences. Don't hesitate to get in touch with us!

Contact for Business

Join Our Team

We're inviting you to become part of our dynamic team! It's a space for continuous learning, personal growth and meaningful collaboration. Don't miss out on the chance to join us!

Check Open Positions