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Bridging Design and Engineering – First Integration of RemotiveCloud and Incari

It took us only 30 minutes to get the first integration of RemotiveCloud and Incari up and running – streaming real speed data into a demo HMI project.

Our quick proof of concept demonstrates how easily real vehicle data from RemotiveCloud can be connected with Incari Studio, bringing early design validation and multimodal HMI prototyping closer together.

“It was really exciting to see how quickly real vehicle data comes to life in a new environment,” says Ufuk Karaca, Solutions Engineer at Incari, who worked together with Ola Nilsson, Cloud Engineer at RemotiveLabs, on setting up the initial integration.

By combining both platforms, designers and engineers can test and adjust prototypes with real vehicle data in real time – long before physical hardware is available.

This accelerates HMI development cycles, reduces costs, and leads to better validated, user-centered in-car experiences.

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Incari x RemotiveLabs: Closing the gap between design and engineering

The automotive industry’s biggest hurdle isn’t a lack of imagination - it’s fragmentation. Designers, engineers, and software developers often work in parallel silos, using different tools and workflows. By combining Incari’s design driven philosophy with RemotiveLabs’ engineering-first platform, teams could finally work from a single source of truth, closing the loop between creativity and technical verification.

Connecting design and development

Incari Studio enables HMI design teams to quickly create and test interactive prototypes within a no-code environment. Multimodal interactions, including audio, lighting, haptics, and sensors, are supported right from the start and can be tested in real time during the earliest stages of development.

RemotiveLabs enables early validation of these prototypes early through open- and closed-loop simulation, replay of recorded drives, and synthetic signal generation. From SIL to HIL, teams can test continuously, long before physical hardware exists.

Aligning designers and engineers within the same workflow at earlier stages helps to bridge the gap between concept and technical verification. The result:

  • Faster iterations and early feedback
  • Fewer hardware dependencies
  • Smarter, safer, and more delightful in-car experiences

“Incari allows creative teams to move quickly from idea to interaction. With RemotiveLabs, we see an opportunity to validate these ideas in realistic scenarios – accelerating the journey from sketch to functional, tested cockpit experiences.” — Alexander Grasse, Chief Product Officer, Incari GmbH

“Our tooling is built to empower developers with early testing, virtualization, and CI integration. By complementing Incari’s focus on designers, we can help automotive teams collaborate across disciplines and reduce friction throughout the process.”
— Per Sigurdson, CEO, RemotiveLabs AB

The future of HMI development

The next generation of HMI development relies on uniting creativity and engineering from the outset. Together, Incari and RemotiveLabs open new possibilities for immersive, connected, and future-ready automotive UX.

If you want to explore how Incari and RemotiveLabs can virtualize and accelerate HMI testing and development workflows, here are a few ways to get started:

  • Cloud recordings – Try RemotiveCloud free tier and experience playback, signal replay, and collaborative annotations with available sample recordings.
  • RemotiveTopology – Learn how to virtualize entire platforms and enable seamless SIL-to-HIL transitions in our documentation (30-days free trial).
  • Incari Studio –Try Incari Studio for free and explore how to build HMI solutions with a no-code approach.
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Join the team! – Senior AI Developer (m/f/d)

As a leading innovator, we are seeking a talented, passionate, and proactive Senior AI Developer to join our team.   You will be responsible for designing, developing, and implementing AI models and algorithms.

Incari is an international technology and software company revolutionizing the human-machine interface (HMI) landscape. Through our state-of-the-art technologies, we enable various industries, such as mobility, to turn HMI systems from concept into reality. Our platform simplifies the process of HMI development, enabling designers and engineers to collaborate and build HMIs quickly, efficiently, and cost-effectively. Our commitment to a 3D-first approach and low-code makes tech development more accessible than ever before.

Overview

As a leading innovator, we are seeking a talented, passionate, and proactive Senior AI Developer to join our team.  You will be responsible for designing, developing, and implementing AI models and algorithms. As part of your work, you will work closely with cross-functional teams to integrate AI solutions into our product and service offerings, ensuring they meet high standards of performance, reliability, and scalability.  You will be further required to create machine learning models and analyze data to solve complex problems.

What you will need to do

  • Lead the development of AI-driven solutions from concept to production.
  • Design, develop, and implement advanced AI and machine learning models.
  • Colaborate with cross functional teams to integrate AI models into Incari.
  • Optimize and tune AI models for performance, scalability, and reliability.
  • Stay current with the latest AI research and trends, incorporating new techniques and technologies into our projects.
  • Mentor and provide technical guidance to juniors
  • Participate in code reviews, providing constructive feedback, and ensuring best practices.
  • Develop and maintain documentation for AI models, algorithms, and processes.
  • Troubleshoot and resolve issues related to AI model performance and implementation.

 

Requirements

  • Bachelor or Masters degree in computer science or similar
  • 7+ years work experience and proficiency in AI and machine learning development.
  • Strong programming skills in Python
  • Experience with machine learning frameworks such as TensorFlow, PyTorch, or similar
  • Proven track record of developing and deploying AI models in a production environment
  • Deep understanding of machine learning algorithms, neural networks, natural language processing, computer vision, generative models, or other advanced AI techniques.
  • Familiarity with big data technologies such as Hadoop, Spark, and data processing tools.
  • Excellent problem-solving skills and the ability to work independently and collaboratively.
  • Strong communication skills with the ability to explain complex AI concepts to non-technical stakeholders, clients and teams
  • Experience with cloud platforms such as AWS, or Azure
  • Knowledge of AI ethics and best practices for developing fair and unbiased AI models.
  • Familiarity with DevOps practices and tools for continuous integration and deployment.
  • Contributions to AI research, publications, or open-source projects.
  • Fluent in English
  • Living in Berlin

 

Why us?

  • 30 days annual leave
  • Agile start-up mentality
  • Being part of a diverse and multicultural team
  • Flat hierarchies, team spirit, and curious mindset
  • Bike benefit
  • Hybrid work environment
  • A fun and inclusive work culture, where creativity and innovation are celebrated

Please send us your detailed application, résumé, and salary expectations to

 

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One orchestrated user experience: The Future of HMI is Connected

Human-machine interaction (HMI) is evolving faster and more fundamentally than ever before. Users no longer think in terms of devices. They expect a seamlessly connected user experience. Touch, voice, gestures, and data streams merge into a multimodal interaction that spans cars, homes, workplaces, and even wearables. Devices communicate with each other and take on increasingly complex tasks.

Why today’s HMI development processes are no longer sufficient

For HMI developers, this shift is a major challenge. Traditional development processes are too rigid, too slow, and too isolated to enable this demanding digital future. Silos between disciplines – especially between UX design and interior design – slow innovation down.

At the same time, the requirements and range of hardware that must be supported in vehicles and other products are increasing. Different resolutions, formats, input methods, and system environments make development even more complex and resource-intensive. Many companies are already struggling to keep pace with the growing complexity of cross-device user experiences.

Incari Studio as a bridge between UX and Interior Design

The solution lies in involving designers and engineers in a shared development process right from the start. This means breaking down silos and bringing all stakeholders to the same table, even if each continues to work in their familiar environment. With Incari, HMIs can be designed, developed, tested, and adapted collaboratively.

One orchestrated user experience

This collaborative approach with Incari Studio enables teams to validate ideas faster, iterate more efficiently, and move from prototype to series production without detours. The future of HMI is no longer UX on one side and interior design on the other. It is one single orchestrated user experience – with Incari Studio as the stage where all instruments play together in harmony.