Past Opportunities

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Dynamic Pricing in E-commerce with KION Group

KION wants to move to a scalable, AI‑driven dynamic pricing solution that can handle intelligent clustering and automated price generation through automated, data‑driven price recommendations. The goal is to combine web crawling…

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High-Volume Consumable Monitoring with Husqvarna Group

Husqvarna Group looks to shift high‑value diamond tool consumables into data‑enabled assets. With smart consumables, we aim to help contractors track usage, reduce stockouts of consumables, optimize inventory, and plan projects more…

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High Power Density Battery Technologies with Husqvarna Group

Husqvarna Group is looking for next‑generation battery cells that combine high energy density, high power capability and improved safety to power our most demanding products. The right solutions will extend runtime and…

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Wear Progression Assessment with TRATON

Within our partnership framework, TRATON Group—consisting of the leading commercial vehicle brands Scania, MAN, International, and Volkswagen Truck & Bus—is seeking an AI-powered solution to transform the labor-intensive and subjective process of…

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AI Customer Persona Agents with TRATON

Within our partnership framework, TRATON Group—consisting of the leading commercial vehicle brands Scania, MAN, International, and Volkswagen Truck & Bus—is seeking an AI-driven solution that gives TRATON Group R&D teams fast and realistic…

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Direct Drive of Wire Race Bearing in Computer Tomography with SKF

We are seeking a large direct-drive rotation (DDR) solution for wire race bearings in high-end Computer Tomography (CT) systems. By integrating torque motors and control electronics into SKF’s wire race bearing assemblies,…

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Cost-Effective FBG Interrogator for Dynamic Sensing with SKF

We are seeking a cost-effective, scalable optical interrogator solution for fiber optic sensor (FOS) bearings, enabling advanced condition monitoring across industrial applications with long-term series production potential. Submission deadline for the opportunity:…

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Autonomous Workshop Logistics with Scania

Scania is looking for an automated robotic solution to optimize heavy vehicle service workshop logistics and free up technicians’ time for core repair work. The solution should autonomously and safely transport pallets…

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AI Sales Assistant with Husqvarna Group

We are seeking innovative AI-driven solutions to transform how we support and guide retail sales, with a focus on delivering more personalized, flexible, and effective customer experiences for consumers and small businesses…

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Tree & Hedge Water Potential with Gardena

We are seeking solutions to measure tree and hedge water potential in private and professional gardens. Ideal solution would proactively communicate water needs of trees and hedges, ensuring optimal plant health and…

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Grease Collection Solutions with SKF

SKF is looking to enable large scale recycling of used grease, but the collection of it is forming a bottleneck. In various heavy-duty applications, used lubrication grease is currently collected manually, by…

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AI-Powered Sourcing Efficiency with Autoliv

Autoliv is seeking to enhance its procurement efficiency by automating and optimizing the management of its global RFQs (request for quotation) through innovative bundling strategies. Submission deadline for the opportunity: 15 June…

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Preventive Maintenance with Husqvarna Group

Husqvarna Group aims to develop a scalable, digital, and intuitive preventive maintenance system that improves efficiency and consistency across our global operations. By leveraging insights from dealers, customers, and digital sources, we…

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Autonomous Lawn Care with Husqvarna Group

We at Husqvarna Group are always eager to bring innovation to our customers’ gardens and are now looking for partners to help us develop the next generation of autonomous robotic systems for…

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Interaction with Autonomous Robots with Husqvarna Group

At Husqvarna Group, we’re redefining the way customers interact with our autonomous lawn mowers by harnessing the latest technology. Through continuous testing and the integration of intelligent, intuitive, and multimodal interaction systems…

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PFAS-Free Solutions for Maintenance-Free Plain Bearings with SKF

Today, SKF’s maintenance-free plain bearings rely heavily on PTFE as a solid lubricant to deliver low-friction, high-load performance without the need for external lubrication. However, the European Union is preparing a ban…

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Scanning Ring Dimensions with SKF

A persistent challenge within bearing production and remanufacturing is determining whether or not enough material has been added to bearing rings during Laser Metal Deposition (LMD) processes. Today, measurements are typically made…

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Slag to Cement with Outokumpu

Outokumpu, a global leader in sustainable stainless steel, is seeking innovative ways to transform steel slag from a low-value byproduct into high-performance materials for the construction industry. Currently, a significant portion of…

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Functional Surfaces for Stainless Steel with Outokumpu

Outokumpu, a global leader in sustainable stainless steel, is exploring new ways to expand the functional capabilities of its specialty products beyond corrosion resistance and aesthetics. We seek innovative approaches to enhance…

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Advancing Automation through Humanoid Robots with Autoliv

Humanoid robots have evolved from concepts to practical tools, excelling in complex, precision-driven tasks while alleviating workers of repetitive and ergonomically challenging duties. These advancements are transforming industries by enhancing efficiency, productivity,…

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AI-Powered Crash Test Data Analysis with Autoliv

As a global leader in automotive safety systems, Autoliv is dedicated to advancing occupant safety through innovative design. A key challenge in crash tests for novel seatbelt designs lies in analyzing impact-over-time…

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AI-Driven Innovation Monitoring with Stora Enso

Stora Enso is seeking advanced AI solutions to monitor and analyze market dynamics, uncover trends and identify growth opportunities in wood-based (e.g. cellulose, fiber, lignin) material innovations. By integrating factors like regulations,…

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Circularity of Coated Board Materials with Stora Enso

Stora Enso, a global leader in renewable materials, is actively seeking innovative solutions to enhance the efficient recycling of all components in multilayer coated board materials. These boards typically combine layers of…

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AI-Powered Sourcing Co-Pilot with Stora Enso

Stora Enso is seeking innovative AI solutions leveraging the capabilities of Large Language Models (LLMs) and Generative Pre-trained Transformers (GPT) to transform its sourcing processes. The goal is to empower internal stakeholders…

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