Problem Statement 1: Optimising Safety for Human-Robot InteractionHow might we enhance human­robot interaction for mobile manipulators in dynamic environments while maintaining the safety of human operators?

Techfox Pte Ltd

techfox.com.sg/

TechFox is a Singapore-based company that specializes in AIoT (Artificial Intelligence of Things) and robotics solutions. They provide comprehensive services aimed at enhancing industrial automation and connectivity. Their offerings focus on integrating AI and IoT technologies to drive innovation and efficiency in businesses. With a commitment to delivering cutting-edge solutions, TechFox helps organizations achieve smarter operations and greater productivity

KinetixPro

www.kinetixpro.ai/

KinetixPro is an AI-powered workplace safety solution that automates risk detection and monitoring through existing security camera networks. Their platform offers real-time safety insights, alerts, and analytics, helping industries like manufacturing, logistics, and healthcare reduce risks and improve operational efficiency. With AI models for PPE detection, area control, and behavior monitoring, KinetixPro provides a scalable and easy-to-install solution designed to enhance workplace safety across various sectors.

Problem Statement 2a: Effective & Accurate Video-Based Defect Detection for Aircraft Maintenance InspectionHow might we develop a flexible solution for video-­based defect detection that can successfully detect defects based on limited image and video data input?

Kookree

kookree.ai/

Kookree is an AI company specializing in advanced computer vision solutions. Their focus is on developing efficient machine learning models that can automate complex visual tasks such as defect detection and quality control, driving innovation and operational excellence in various industries.

Their SpiralMLP solution, introduces a novel architecture that uses spiral-like offsets in a lightweight MLP-based design, enabling more efficient feature integration without the need for additional processing steps.

AEyeMynd

www.aeyemynd.com/

AEyeMynd specializes in AI-powered industrial vision solutions, focusing on defect inspection, 3D measurement, and conformity checks. Their technology uses advanced AI algorithms and proprietary sensor systems to enhance quality control processes in industries like aerospace, manufacturing, and healthcare. With a focus on precision and efficiency, AEyeMynd helps businesses improve production quality through real-time monitoring and automated reporting, ensuring that every component meets the highest standards.

Problem Statement 2b: Effective & Accurate Video-Based Defect Detection for Drill Bit Inspection

Datature

www.datature.io/

Datature offers a no-code MLOps platform designed to streamline the process of building and deploying computer vision models. Their platform enables teams to annotate, train, and deploy AI models efficiently for applications across industries such as manufacturing, healthcare, agriculture, and smart cities. With features like dataset management, model training automation, and scalable deployment, Datature supports teams in accelerating their AI vision workflows without the need for extensive coding.

TicTag

www.tictag.io/

Tictag offers AI-powered data annotation and collection services to help organizations build high-quality datasets for machine learning and AI models. Their platform enables businesses to transform unstructured data into structured datasets with industry-leading accuracy and fast turnaround times. Tictag emphasizes ethical data practices by collaborating with a diverse workforce, including individuals with disabilities and those from underrepresented communities, ensuring both social impact and high-quality AI datasets.

Problem Statement 3: Enquiry Management & Customer Segmentation for Streamlined Sales Operations & Decision MakingHow might we develop an enquiry management system to assess and segment customers to support sales decision­ making, improve customer retention, and streamline internal operations?

Factorem

www.factorem.co/

Factorem provides on-demand manufacturing services by connecting businesses with a network of vetted manufacturers across Southeast Asia. They offer a variety of production capabilities, including CNC machining, 3D printing, sheet metal fabrication, and injection molding. Factorem's AI-powered platform delivers instant quotes, manages orders, and ensures quality control throughout the production process, with no minimum order quantity required. Their streamlined logistics and expert support help companies accelerate project timelines while maintaining high-quality standards.

One x Group

www.onexgroup.co/

One X Group specializes in custom software development, providing tailored enterprise solutions that empower businesses to optimize processes and drive innovation. With expertise in areas such as data services, engineering, and advisory, they help clients implement cutting-edge technologies to improve performance across industries like finance, maritime, and government. Their solutions include digital transformation, intelligent process automation, and advanced analytics, helping businesses stay competitive in a rapidly evolving landscape.

Problem Statement 4: Automated Inventory Scanning System for Efficient Outbound DistributionHow might we accurately automate the inventory scanning process to allow for early error detection, and improve efficiency for outbound distribution?

TicTag

www.tictag.io/

Tictag offers AI-powered data annotation and collection services to help organizations build high-quality datasets for machine learning and AI models. Their platform enables businesses to transform unstructured data into structured datasets with industry-leading accuracy and fast turnaround times. Tictag emphasizes ethical data practices by collaborating with a diverse workforce, including individuals with disabilities and those from underrepresented communities, ensuring both social impact and high-quality AI datasets.

Datature

www.datature.io/

Datature offers a no-code MLOps platform designed to streamline the process of building and deploying computer vision models. Their platform enables teams to annotate, train, and deploy AI models efficiently for applications across industries such as manufacturing, healthcare, agriculture, and smart cities. With features like dataset management, model training automation, and scalable deployment, Datature supports teams in accelerating their AI vision workflows without the need for extensive coding.