# Unikie: We drive the change > Specialized in Physical AI, Unikie infuses intelligence into vehicles, devices, networks, defence systems, and industrial solutions\. Generated by Yoast SEO v28.5, this is an llms.txt file, meant for consumption by LLMs. ## Pages - [Solutions](https://www.unikie.com/marshalling-solutions/) - [Services](https://www.unikie.com/services/) - [Research](https://www.unikie.com/research/) - [Facts \& Figures](https://www.unikie.com/facts-figures/) - [Sustainability](https://www.unikie.com/sustainability/) ## Posts - [ISAC Whitepaper: From Radio Frequency Sensing to Physical\-World Intelligence](https://www.unikie.com/stories/from-rf-sensing-to-physical-intelligence/) - [Automated Driving Becomes Tangible in Gated Areas](https://www.unikie.com/stories/automated-driving-becomes-tangible-in-gated-areas/) - [The Automated Bus Depot Is Here – Powered by Automated Marshalling](https://www.unikie.com/stories/automated-bus-depot-is-here/) - [AI\-Driven Development Needs Two Things Most Companies Skip](https://www.unikie.com/stories/ai-driven-development-needs-two-things/) - [Working at Unikie Poland – Home for Senior Software Talent](https://www.unikie.com/stories/working-at-unikie-poland/) ## News - [Unikie and Profilence Advance Software\-defined Vehicle Development](https://www.unikie.com/news/unikie-and-profilence-advance-sdv-development/) - [Unikie has signed a framework agreement with the NATO Communications and Information Agency \(NCIA\)](https://www.unikie.com/news/unikie-signed-framework-agreement-with-ncia/) - [Unikie Launches Advanced Data Diode Solution to Enhance Defence Security](https://www.unikie.com/news/unikie-launches-advanced-data-diode-solution/) - [Unikie Enhances its Drone Development Capabilities](https://www.unikie.com/news/unikie-enhances-drone-development-capabilities/) - [Opportunities of AI for Consumer Businesses – Unikie’s AI in Retail Event Recap](https://www.unikie.com/news/ai-in-retail-event-recap/) ## Cases - [Optimizing glass manufacturing yield with AI\-based operator assistant](https://www.unikie.com/case/optimizing-glass-manufacturing-yield/): How to optimize manufacturing quality and yield in real\-time? We delivered an AI\-based Operator Assistant solution for a glass product manufacturer to increase manufacturing yield and consistency\. - [BLE\-based Real\-Time Positioning solutions](https://www.unikie.com/case/real-time-positioning-solutions/): Unikie has partnered with onsemi to provide Bluetooth Low Energy \(BLE\) positioning solutions that enable more accurate and cost\-efficient asset tracking for various types of spaces, such as warehouses, stores and similar settings\. - [Precise imaging \& camera systems for smart home protection devices](https://www.unikie.com/case/imaging-development-for-smart-home/): Smart home security devices must operate reliably 24/7, in all lighting and weather conditions\. High\-quality imaging is essential for accurately identifying people, vehicles, and other key elements\. Unikie’s dedicated team has been collaborating with a global manufacturer to advance imaging and camera system technologies, ensuring robust performance and precision in real\-world environments\. - [AI\-based Performance Optimization for Image Processing](https://www.unikie.com/case/ai-based-performance-optimization-for-image-processing/): For Grundium \- a global leader in digital imaging for pathology \- the speed of image processing in their microscope slide scanners is a major factor in delivering customer value\. Unikie has been working with Grundium to optimize the performance of image processing algorithms using AI\. - [New Network for Remote areas](https://www.unikie.com/case/case-nokia-new-network-for-remote-areas/): Nokia creates technology that connects people and devices across the globe\. We want everyone to be able to access Nokia’s advanced network solutions, even in remote areas\. ## Solutions - [Automated Vehicle Logistics and Yard Marshalling](https://www.unikie.com/solution/automated-vehicle-logistics-yard-marshalling/) - [Automated Parcel Logistics Depot Marshalling](https://www.unikie.com/solution/automated-parcel-logistics-depot-marshalling/) - [Automated Vehicle Plant Marshalling](https://www.unikie.com/solution/automated-vehicle-plant-marshalling/) - [Automated Bus Depot Marshalling](https://www.unikie.com/solution/automated-bus-depot-marshalling/) ## Events - [InnoTrans](https://www.unikie.com/event/innotrans/) - [IAA TRANSPORTATION](https://www.unikie.com/event/iaa-transportation/) - [COMVEC™ 2026](https://www.unikie.com/event/comvec-2026/) - [Logistics Fair Finland](https://www.unikie.com/event/logistics-fair-finland/) - [NextTruck 2026](https://www.unikie.com/event/nexttruck-2026/) ## Industries - [Intelligent Devices \& Networks](https://www.unikie.com/industry/intelligent-devices/) - [Automotive](https://www.unikie.com/industry/automotive/) - [Defence \& Security](https://www.unikie.com/industry/defence-security/) - [Intelligent Industry](https://www.unikie.com/industry/intelligent-industry/) ## Services - [AI\-native Test Automation \& Maintenance](https://www.unikie.com/service/test-automation/): We help ensure that AI‑accelerated development translates into stable, maintainable and high‑quality products\. - [Real\-time Situational Awareness \& Autonomous Operations](https://www.unikie.com/service/real-time-sensoring/): We enable AI\-driven autonomous operations by building real\-time situational awareness with unparalleled precision\. - [Immersive Technologies](https://www.unikie.com/service/immersive-technologies/): We push the boundaries of immersive tech by integrating cutting\-edge imaging, sensing, and AI\. - [Human Machine Interface Development](https://www.unikie.com/service/human-machine-interface-development/): We design user\-friendly human\-machine interfaces \(HMIs\) that provide intuitive control and interaction with embedded systems\. - [Embedded Security](https://www.unikie.com/service/cybersecurity/): We protect IoT devices and networks from cyberattacks by implementing robust security measures\. ## Optional - [Sitemap index](https://www.unikie.com/sitemap_index.xml)