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Discover new technologies by our partners

Leveraging our wide network of partners, we have curated numerous enabling technologies available for licensing and commercialisation across different industries and domains. Our focus also extends to emerging technologies in Singapore and beyond, where we actively seek out new technology offerings that can drive innovation and accelerate business growth.

By harnessing the power of these emerging technologies and embracing new technology advancements, businesses can stay at the forefront of their fields. Explore our technology offers and collaborate with partners of complementary technological capabilities for co-innovation opportunities. Reach out to IPI Singapore to transform your business with the latest technological advancements.

Integrated Smart Infrastructure Management Platform
The Integrated Smart Infrastructure Management Platform is an AI-powered software solution that functions as the digital command center for smart buildings and large-scale facilities. It connects and manages diverse IoT devices and subsystems, including HVAC, lighting, security, and energy, within a unified digital environment. Through real-time data integration, AI-driven predictive analytics, and cross-system automation, the platform enables seamless monitoring and intelligent control of infrastructure operations. It addresses key challenges such as data silos, delayed responses, high energy consumption, and inefficient maintenance, helping organizations enhance operational resilience and sustainability. Designed for complex operational environments such as campuses, data centers, hospitals, and industrial parks, the platform transforms fragmented systems into a cohesive, adaptive, and energy-efficient ecosystem that empowers facility managers to make faster, data-driven decisions. Ideal collaboration partners include property developers, public infrastructure operators, system integrators, and smart building solution providers who are seeking to localize or enhance their digital operations capabilities.  Built on a cloud-native microservices architecture, the platform is scalable, secure, and suitable for hybrid or multi-cloud deployment. Key features include: AI-based Predictive Maintenance: Detects and resolves equipment anomalies before failures occur. Unified Data Layer: Collects, fuses, and visualizes real-time data from multiple systems and IoT devices. Open API Ecosystem: Integrates seamlessly with third-party platforms, sensors, and legacy equipment. Low-Code Automation Tools: Enables intuitive workflow orchestration without extensive programming. Energy Intelligence Suite: Monitors and forecasts energy usage while recommending optimization strategies. Secure & Reliable Operation: Includes fine-grained access control, multi-level alerts, and hot-upgrade capability for continuous service. By consolidating operational data and control logic, the platform delivers a unified digital environment for intelligent facility management and decision-making. The platform is ideal for organizations pursuing digital transformation, energy efficiency, and operational excellence in infrastructure management. Key application areas include: Green Data Centers: Optimize power efficiency (PUE) and ensure predictive maintenance. Smart Hospitals: Manage environmental safety, equipment reliability, and energy consumption. Industrial Facilities: Support production reliability, predictive maintenance, and carbon reduction. Urban Infrastructure: Enable city-level collaboration and integrated asset management. Retail & Hospitality Chains: Standardize and centralize multi-site operational management. Across these domains, the solution provides the foundation for sustainable, intelligent, and cost-effective operations. The Integrated Smart Infrastructure Management Platform transforms facility operations from reactive maintenance to proactive intelligence. Unlike conventional systems that monitor each subsystem independently, it unifies all assets and data under one AI-enabled management layer. Its unique strengths include: Real-Time Situational Awareness: Continuous data collection and visualization across all subsystems. Predictive Intelligence: AI algorithms forecast faults and optimize performance. Cross-System Collaboration: Automated responses that link previously siloed systems. Energy & Cost Optimization: Smart control logic reduces resource waste and operating expenses. Open & Scalable Architecture: Supports extensive customization and partner ecosystem growth. This comprehensive, future-ready solution helps organizations achieve greater reliability, sustainability, and operational efficiency, while creating opportunities for new service and technology partnerships. Building Operations Platform, Predictive Maintainence, Energy Optimization, Intelligent Facility Management, Data Fusion, Green Building Technology Energy, Sensor, Network, Power Conversion, Power Quality & Energy Management, Green Building, Sensor, Network, Building Control & Optimisation, Infocomm, Operating Systems, Smart Cities, Environment, Clean Air & Water, Sensor, Network, Monitoring & Quality Control Systems
Immersive Dashboard for Sustainability
This technology leveraged multiple advanced components to deliver an immersive, data-driven BI (Business Intelligence) dashboard for smart building management. 3D visualization and integration formed the dashboard’s intuitive interface, utilizing a photorealistic 3D-scanned building. Technologies such as laser scanning and photogrammetry were used to create the digital twin. This 3D model was then integrated with real-time IoT data using Building Information Modeling (BIM) principles, enabling visualization of sensor data directly within the digital replica of the building. An IoT sensor network and data acquisition system played a crucial role, with various sensors deployed to monitor building performance, energy usage (including non-invasive water and power monitoring), and environmental conditions. These sensors transmitted data wirelessly,  using protocols such as MQTT and LoRaWAN to an IoT platform. For data processing and storage, an edge IoT platform served as the backbone for collecting, processing, and managing large volumes of real-time sensor data. Built-in rule engines enabled data enrichment and automated alerting. Finally, immersive dashboard development frameworks were pivotal in creating interactive user experience. Web-based 3D visualization libraries rendered the building model and integrated dynamic data overlays. While BI tools such as Tableau or Power BI may have supported traditional dashboard components, custom immersive development provided a more intuitive 3D environment for navigation and data exploration. The dashboard’s technical architecture adopted a multi-layered approach. The data acquisition layer leveraged diverse IoT sensors (e.g., environmental sensors and smart meters) communicating via protocols such as Modbus and LoRaWAN, connected through industrial IoT gateways. For non-invasive water and power measurements, ultrasonic or electromagnetic flow sensors and current transducers were integrated to minimize installation disruption. The data processing and storage layer utilized an edge-based IoT platform for secure data ingestion, real-time stream processing, and scalable storage. The visualization and interaction layer was built on a web-based Unity framework to render a photo-realistic 3D building model. This enabled immersive navigation and direct interaction with virtual representations of sensor locations. Drill-down capabilities supported granular data exploration from floor-level summaries to individual sensor readings, ensuring a comprehensive, data-driven operational overview.  The technology provider seeks partnerships with real estate developers, facility management firms, and building technology providers focused on smart, sustainable infrastructure. Collaboration may also involve hotel chains, mall operators, and data centre owners aiming to enhance operational efficiency and ESG performance. Real Estate & Facility Management Precision Utility Management: Real-time data from smart power and water meters enables precise consumption control. Facility managers can detect leaks or identify energy-intensive equipment instantly, reducing utility costs, an important factor in Singapore’s dense urban environment. Resource Efficiency & Compliance: The dashboard supports Singapore’s Green Mark certification and national water conservation initiatives by providing verifiable data on consumption reduction, efficiency performance, and improvement opportunities. Predictive Maintenance: Continuous monitoring of flow rates, pressure, and power quality allows early detection of potential plumbing or electrical issues, enabling proactive maintenance that minimizes costly outages. Occupant Engagement: Personalized dashboards within the immersive 3D model display each tenant’s consumption, fostering awareness and encouraging sustainable behavior aligned with national conservation drives. Commercial & Hospitality Operational Efficiency & Cost Savings: Hotels, shopping malls, and data centres can cut utility expenditures by identifying inefficiencies in real time, improving profitability and operational performance. ESG Reporting & Branding: Detailed utility data strengthens Environmental, Social, and Governance (ESG) reporting and highlights a reduced environmental footprint, enhancing brand reputation and appeal among sustainability-minded customers and investors. Enhanced Guest Experience (Hospitality): Optimised utility systems ensure stable comfort conditions, such as consistent air conditioning and water pressure, while supporting eco-friendly operations that resonate with modern travellers. The technology lies in its unprecedented integration of photorealistic 3D building visualization with granular, real-time IoT data on environmental conditions, power, and water utilities. It specifically leverages non-invasive measurement techniques, all delivered through an immersive and highly interactive dashboard. Unlike traditional BI dashboards that present data in flat, abstract formats, or existing BIM solutions that lack real-time sensor integration, this project provides an intuitive, spatial understanding of utility consumption. Stakeholders can virtually “walk through” a digital twin of their building to pinpoint locations of high-power draw or water leakage through visual data overlays. A key differentiator is the emphasis on non-invasive measurement, which enables seamless retrofitting into existing buildings with minimal disruption, significantly reducing adoption barriers for facility managers seeking immediate, data-driven insights into their utility footprint within Singapore’s dense built environment. This immersive experience transforms abstract data into actionable intelligence, fostering a deeper understanding of building performance. It drives resource conservation, enables rapid anomaly detection, and empowers more effective, data-driven decision-making for sustainability and operational efficiency, directly supporting Singapore’s Smart Nation and environmental objectives. Immersive, IoT, Dashboard, Sustainability, ESG, Green Mark Green Building, Sensor, Network, Building Control & Optimisation, Infocomm, Smart Cities, Sustainability, Sustainable Living
AI-Powered Intelligence Platform for Construction Project Insights and Risk Management
This AI-driven platform revolutionizes how construction and infrastructure projects are managed by transforming vast, unstructured project data into actionable intelligence. Built upon a large language model (LLM) trained on domain-specific data including regulatory requirements, contract documents, project schedules, communication logs, digital drawings, and specifications, the technology provides real-time insights and foresight across project lifecycles. It detects risks, predicts cost and schedule deviations, and highlights potential regulatory non-compliance before they escalate into major issues. By integrating across existing tools and data sources such as Microsoft Teams, WhatsApp, SharePoint, and email systems, the AI engine enables project stakeholders to make informed decisions through a single intelligent interface. Ideal collaboration partners include real estate developers, construction contractors, architecture and engineering consultants, and AI software integrators seeking to augment project performance through predictive analytics and knowledge automation. The platform combines AI-powered analytics, retrieval-augmented generation (RAG), and multi-source data integration to deliver deep insights across complex construction environments. Key components include: Data Ingestion Engine: Connects to structured and unstructured data sources (contracts, drawings, communications, etc.) for comprehensive knowledge assimilation. Construction LLM Core: Continuously trained on industry-specific datasets to identify risk factors, cost trends, and schedule slippage patterns. Risk and Compliance Module: Detects potential regulatory breaches, project scope deviations, and cost anomalies through automated reasoning. Search & Advisory Interface: Enables natural language queries for retrieving contextual project information, insights, and recommendations. It acts as an intelligent co-pilot for construction decision-making. Construction Project Management: Real-time detection of risks, non-compliance, and cost anomalies across multiple projects. Smart Infrastructure Development: Predictive analytics for large-scale public and private infrastructure programs. Software Integration for Built Environment: Embedding AI insights into existing ERP and workflow systems for developers and contractors. Complex Project Coordination: Enabling consultants and architects to query and visualize project intelligence across large digital datasets. This technology can be deployed by companies in construction, real estate development to improve efficiency, compliance, and profitability across the project lifecycle. This AI platform provides interpretive and predictive intelligence. Its unique strength lies in synthesizing information across disconnected systems. from contracts to chat messages, and generating foresight into cost overruns, schedule delays, and regulatory risks. By acting as a “digital advisor” that understands construction semantics, it helps project teams anticipate challenges, optimize resources, and make timely, data-driven decisions. This transforms reactive project management into proactive and predictive project governance. Construction, Cost Optimization, Risk Identification, Regulatory Compliance, AI, Analytics, Insights Infocomm, Big Data, Data Analytics, Data Mining & Data Visualisation, Artificial Intelligence
Topical Burn Treatment Using TMD Nanosheets with Multi-Functional Therapeutic Effects
While split-thickness autograft (STSG) combined with dermal substitutes remains the conventional procedure for burn wounds, evolving advancement in technologies have provided alternatives and multi-model treatment for deep burns which includes mechanisms such as dermal scaffolds, cellular therapies, anti-microbial dressings and regenerative adjuncts. This technology introduces a topical burn treatment formulated with Transition Metal Dichalcogenide (TMD), WS2 (tungsten disulfide) nanosheets as the key active ingredient. TMDs are a class of two-dimensional (2D) layered materials combining tunable electronic, optical, and catalytic properties with excellent mechanical flexibility and chemical stability. Traditional burn therapies mainly focus on anti-bacterial activity but often delay healing due to strong cytotoxicity. The TMD nanosheet formulation shows powerful anti-oxidant, anti-inflammatory, and anti-bacterial effects simultaneously. It efficiently scavenges reactive oxygen and nitrogen species (ROS/RNS), suppresses inflammatory cytokines, and reduces cell apoptosis—ultimately minimizing tissue damage and promoting faster wound recovery. These attributes make TMDs promising for next-generation biomedical materials, particularly in antibacterial coatings, wound dressings, and photothermal therapy—offering multi-functionality beyond traditional metallic or polymeric materials. Laboratory and animal studies have verified its efficacy and safety, suggesting strong potential for clinical translation once large-scale synthesis and formulation optimization are completed. The technology owner is seeking collaboration partners with:  Pharmaceutical and skincare companies Medical material manufacturers Clinical research institutions interested in nanomaterial-based drug delivery systems and topical wound-care products. The technology patent comprises formulating the pharmaceutical composition for treating burns and adding TMD to a polymer solution.  The TMD nanosheets are synthesized through a simple, low-cost, and scalable process that yields highly stable, biocompatible nanosheets. Demonstrate low cytotoxicity of active oxygen species/nitrogen species even at high concentrations, superior anti-oxidant capacity, and broad-spectrum anti-microbial activity. Key mechanisms include reduction of oxidative stress, inhibition of inflammatory mediator release, and enhancement of antimicrobial peptide secretion. Form-factor flexibility (can conform to irregular, exudative, or graft-adjacent areas). Likely ambient-stable polymer composites. Potential to reduce antibiotic use.   This technology can be applied in healthcare and dermatological industries, particularly for: Burn and wound-healing creams, sprayable/injectable hydrogels, or patches/ films Anti-inflammatory and skin-regeneration products Chronic wound care for diabetic foot ulcers or other skin disorders It can also extend to cosmeceutical or dermatology platforms requiring oxidative stress control and anti-aging functions. The global burn-care market exceeds USD 2 billion annually and continues to grow due to increasing industrial and household burn injuries.  Because the TMD nanosheet formulation provides broad-spectrum, low-toxicity, and multifunctional benefits, it offers a compelling alternative to existing silver-based or iodine-based treatments, which often cause cytotoxicity or delayed recovery. Unlike existing treatments such as silver sulfadiazine (SSD) or povidone-iodine, which mainly target infection control, this technology offers comprehensive tissue protection and regeneration via a single nanomaterial platform. It combines anti-oxidation, anti-inflammation, anti-bacterial, and anti-apoptotic mechanisms—delivering synergistic healing effects with minimal side effects. It provides an anti-bacterial effect through expression of an anti-bacterial peptide. Its scalable synthesis, high stability, and strong biocompatibility also make it ideal for cost-effective production and long-term storage. TMD Nanosheets, Burn Therapy, Wound Healing, Antioxidant, Anti-inflammatory, Nanomedicine Materials, Nano Materials, Personal Care, Cosmetics & Hair, Healthcare, Medical Devices, Pharmaceuticals & Therapeutics
Assistive Communication Device for People With Speech Disabilities
Speech and voice disorders can significantly affect a person’s ability to communicate and engage with others, especially during childhood development. While special education schools provide valuable support within their premises, there remains a critical need for tools that empower individuals to communicate more confidently in everyday environments. This assistive communication technology bridges that gap. It combines both hardware and software to help users, primarily children under 12, though suitable for anyone who requires speech assistance to express themselves more clearly. Importantly, the device is not meant to replace natural speech but to supplement it, providing users with an additional way to articulate words or phrases that may be difficult to pronounce. In doing so, it supports inclusive communication and helps individuals build confidence in social interactions. This technology can be deployed in collaboration with special education institutions, medical device manufacturers, and software developers focusing on speech therapy and assistive technologies. The solution comprises both hardware and software components integrated into a mobile application compatible with most smartphones. For children under 12, the system is paired with a small, lightweight device sourced from a non-conventional mobile phone maker to ensure portability and ease of use. A unique feature of the system is its “focus lock” mode: once the application is activated, it cannot be exited without caregiver intervention, preventing distraction and ensuring the child remains engaged with the communication task. Parents or caregivers can remotely upload new words or phrases, allowing the vocabulary database to grow in tandem with the user’s progress and learning needs. The solution has already been implemented at a special-needs school in Singapore. It holds strong potential for broader use across early childhood care, special education, and speech therapy centers both locally and globally. By listing the app on mainstream mobile app stores, it can reach families and caregivers worldwide seeking cost-effective, user-friendly communication support tools. Many current communication apps fail to sustain engagement because children can easily exit the application and become distracted by other phone functions. This solution eliminates that challenge through its “lock-in” mode, which keeps users focused on communication activities. Additionally, the system is designed to work on most existing mobile devices, reducing hardware costs. Caregivers benefit from the ability to customize vocabulary remotely, ensuring the tool evolves with each child’s development. The combination of affordability, flexibility, and sustained engagement makes this solution a practical and inclusive advancement over existing options in the market. Assitive Communication Device Healthcare, Telehealth, Medical Software & Imaging, Sustainability, Sustainable Living
Ultra-Lightweight Materials for Aerospace Applications
Conventional lightweighting materials often face an inherent trade-off between structural integrity, weight reduction, and multifunctionality. Common composites and polymer foams achieve lower weight but typically compromise on mechanical robustness, acoustic absorption, or electromagnetic compatibility—limitations that constrain energy efficiency, payload optimization, and system reliability in next-generation aerospace and urban air mobility platforms. This technology introduces a new class of ultra-lightweight functional materials with densities below 10 mg/cm³, offering a combination of extreme lightness, tuneable multifunctionality, and structural stability. By combining extreme lightness with multifunctionality, it addresses critical challenges in industries such as aerospace, urban air mobility, and advanced electronics. Key applications of these materials include noise reduction through sound-absorbing materials for drones, eVTOLs, and aircraft; lightweight electromagnetic shielding and wave absorption for aerospace and communication systems; and thermal management solutions, including insulation materials for aircraft, that enhance energy efficiency and operational safety. The technology owner is interested to work with aerospace, mobility, or electronics manufacturers on joint R&D projects, prototyping and test-bedding opportunities to commercialise the next-generation of lightweight materials. The ultra lightweight and multifunctional materials exhibit the following features: Ultra lightweight sound absorption - significantly lighter than conventional insulation or acoustic foams, enabling weight reduction without compromising performance. Broadband electromagnetic shielding - capable of shielding electromagnetic waves across a wide frequency spectrum, suitable for aerospace and advanced communication systems GHz-range absorption - has absorption properties in the GHz range, addressing critical needs for drones, eVTOLs, and satellite systems Thermal management performance - the materials have thermal insulation and management capabilities, applicable to aircraft cabin insulation and other high-demand environments Buoyant functionality - the material is lighter than air that naturally levitates in the atmosphere, unlocking opportunities for novel applications in aerospace, robotics, and energy systems. Ultra-lightweight materials can be used in drones, eVTOLs, aircraft, and spacecraft applications to address the following challenges: Suppressing electromagnetic noise Enhancing communication quality in communication devices Noise reduction for drones and eVTOLs Thermal and acoustic insulation requirements Extremely low density (<10 mg/cm³) – provides significant weight savings compared to conventional materials Multifunctional - combines sound absorption, EM shielding, and thermal management into a single tunable material Lighter-than-air capability - offers a paradigm shift in aerospace materials design, enabling lightweight, high-performance, and energy-efficient components that meet stringent performance demands ultra lightweight, materials, sound absorbing, electromagnetic wave shielding, electromagnetic wave absorbing, thermal management, aerospace, urban air mobility, mobility, lightness, multifunctional, advanced electronics Materials, Composites
Thin-Film Solar Glass for Building-Integrated Photovoltaics
Conventional photovoltaic (PV) panels face key limitations in efficiency, design flexibility, and sustainability. Though widely adopted, crystalline silicon modules are heavy, visually intrusive, and perform poorly under shading or high-temperature conditions. Their installation is typically restricted to rooftops, limiting energy yield in space-constrained urban environments. Moreover, silicon-based PV manufacturing involves energy-intensive processes and carbon emissions that run counter to the goals of green construction. This thin-film cadmium telluride (CdTe) solar glass technology overcomes the limitations of conventional photovoltaics by integrating photovoltaic elements into glass for building-integrated photovoltaics (BIPV) applications. It effectively addresses high energy consumption and carbon emissions in modern buildings while maintaining architectural aesthetics. Achieving a conversion efficiency of 22.1% under laboratory conditions, the CdTe solar glass delivers outstanding low-light and temperature performance, ensuring reliable energy generation across diverse environments. The design is highly customizable for seamless integration with glass, stone, or aluminum façades—supporting applications such as curtain walls, sunshades, skylights, and other façade elements. By generating clean energy without compromising transparency or design versatility, the technology offers a practical pathway toward energy-efficient, low-carbon urban development, helping stakeholders meet green building and ESG objectives. The technology owner is seeking collaboration with Singapore-based building material manufacturers, glass processors and architectural firms to jointly advance the integration of sustainable energy technologies into urban infrastructure, supporting Singapore’s transition toward low-carbon, energy-efficient buildings. The technology features a thin-film CdTe photovoltaic layer combined with transparent conductive oxide and a glass substrate, creating an efficient photovoltaic glass module. Key features of this PV solution include: Achieves conversion efficiency of 22.1% in laboratory conditions, with superior low-light performance and temperature coefficient Pollution-free production cycle – ensures low carbon emissions Highly durable as tempered glass Provides cooling, shading, and power generation functions Recyclable Customisable for aesthetic integration with glass, stone, or aluminum plates Suitable for applications like curtain walls, sunshades, and skylights This technology applies to construction, infrastructure, and urban planning sectors. It can be used in commercial facades, residential balconies, agricultural greenhouses, airport structures, covered walkways, stations, and modern buildings. Additional uses include walkable solar tiles for flooring, LED-integrated glass for displays, sunshades, noise barriers, and smart city elements like solar-powered canopies or streetlight glazing. Products may encompass customized solar panels, prefabricated BIPV modules, or integrated energy systems for multifunctional power generation. This thin-film CdTe solar glass outperforms traditional silicon-based panels with superior anti-shading, minimal hot spot risks, low inclination dependence, and frameless design for easy maintenance. It exhibits better performance under temperature and irradiance variations, with annual energy production up to 5% higher than c-Si equivalents. Degradation is low at -0.45% per year over 20 years. The technology's lightweight, durable structure, optimal bandgap for sunlight conversion, and recyclability provide lower lifecycle costs and enhanced sustainability, positioning it as a premier solution for energy-efficient building transformations. photovoltaic, pv, solar, panel, bipv, building integrated photovoltaic, energy, green building, thin film, glass, photovoltaic glass, green energy Materials, Semiconductors, Energy, Solar, Chemicals, Inorganic, Sustainability, Low Carbon Economy
Arm Booster – Smart, Affordable Technology for Upper-Limb Recovery
The Arm Booster is a rehabilitation device designed for stroke patients and individuals with arm muscle weakness. It employs a symmetrical-reflex mechanical mechanism, allowing the stronger arm to support and stimulate the weaker arm. Equipped with force and motion sensors, the device records real-time performance data that can be monitored and analyzed through dedicated software. Integrated gamification features further enhance patient motivation by turning repetitive exercises into engaging, interactive tasks. The system is lightweight, safe, cost-effective, and suitable for use in hospitals, rehabilitation centers, elderly care facilities, and potentially in home-based settings. The ideal collaboration models for the Arm Booster include research and development partnerships with medical and engineering institutions to further advance its technical capabilities. In parallel, licensing agreements with established medical device manufacturers can facilitate large-scale production and distribution. Additionally, collaborations with healthcare organizations and HealthTech companies could accelerate commercialization and drive expansion into new markets, such as digital health and home-based rehabilitation solutions. The device is competitively priced for sale or rental locally, and open to flexible business models with overseas partners. The Arm Booster is built around a motor-free symmetrical-reflex mechanism that links both arms, where the stronger side provides power assistance to drive the weaker side through a mechanical linkage, ensuring symmetrical rehabilitation movements. The system offers gravity compensation. Key components of the Arm Booster system include a medical floor stand with wheels for easy mobility, supporting multiple mounted modules such as display screen and ergonomic grips. The structure is built from lightweight yet durable materials, making it easy to move and install across various healthcare settings. It is compatible with both standard chairs and wheelchairs and offers language support in Thai and English. Display screen with proprietary software – Patients engage in rehabilitation games directly on the screen, with physiotherapists selecting suitable exercises. Embedded gamified training modules make therapy more interactive and motivating. Adjustable ergonomic grips – Extendable and flexible to fit different users, with force and motion sensors that transmit real-time data (such as grip strength) for tracking. Rehabilitation tracking – Real-time visualization enables therapists to monitor patient performance, while exportable data supports progress tracking, with measurable improvements typically observed within 2–6 months. Self-contained system – No additional wearables are required. All functions operate directly on the device screen without Wi-Fi. The experience is immersive, comparable to a VR game but without glasses. The primary market opportunity for the Arm Booster lies in community and regional hospitals, which require cost-effective rehabilitation equipment to support a growing number of patients. Private physiotherapy clinics also represent an attractive segment, as they seek user-friendly devices that provide clear and measurable outcomes. Elderly care facilities present another strong market, given the global trend of aging populations and the growing demand for functional rehabilitation solutions. There is also significant potential across Southeast Asia, especially in developing economies where affordable and practical medical rehabilitation devices are in high demand. The technology strikes an effective balance between cost and functionality. Low-cost basic alternatives are often too limited to meet patient needs, while foreign brands with advanced features tend to be prohibitively expensive. This device offers the best of both worlds—an affordable price point combined with a range of smart features that make it a truly intelligent solution: Its motor-free mechanical design provides greater safety, durability, and minimal maintenance requirements. Integrated sensors capture real-time exertion data, providing valuable insights to track rehabilitation progress, while gamification features motivate patients to stay engaged in therapy. The grips can be freely adjusted and extended to match different games, providing an extensive 3D workspace that accommodates a full range of movements. Furthermore, the device is easy to install and operate in standard healthcare facilities, with no need for specialized infrastructure. Stroke Rehabilitation, Physical Therapy Device, Assistive Technology, Arm Booster, Gamification, Medical Device, Sensor-Based Technology Electronics, Sensors & Instrumentation, Healthcare, Medical Devices
Accelerated Retrieval-Augmented Generation System Design for Complex Document Search
In today’s data-driven world, companies manage vast volumes of information scattered across multiple systems, formats, and repositories. However, these data assets often remain underutilized due to inconsistency, fragmentation, and lack of accessibility. This Accelerated Retrieval-Augmented Generation (RAG) System Design enables organizations to rapidly develop customized Generative AI (GenAI) solutions that securely retrieve and process information from complex document sets. The solution facilitates seamless knowledge access while ensuring data privacy and eliminating the risk of data leakage. Built for flexibility, the system can be adapted across industries and document types — from legal and financial records to technical documentation and enterprise resource planning (ERP) data — allowing organizations to unlock insights from their internal data faster and more accurately than ever before. The RAG System Design comprises three main components: Data Ingestion: Transforms fragmented and unstructured data into a standardized, query-ready format. Information Retrieval: Employs advanced retrieval algorithms to ensure accurate and contextually relevant responses. Answer Generation: Utilizes a Large Language Model (LLM) of the client’s choice, constrained to verified internal sources for reliable, hallucination-free results. The solution supports secure deployment in enterprise environments and can integrate with existing databases, document management systems, and cloud infrastructures. This technology can be applied across multiple sectors and use cases, including: Legal & Administrative: Rapid search through contracts, compliance documents, and case archives. Finance & Insurance: Extraction of key insights from policy, transaction, and audit documents. Technical & Engineering: Quick access to design documents, manuals, and test reports. Customer Support: Efficient retrieval of knowledge base information for helpdesk automation. Enterprise Operations: Integration with ERP and CRM systems to enhance operational decision-making. This solution empowers organizations to harness the full potential of their internal knowledge safely and efficiently. The system accelerates deployment timelines compared to traditional AI solutions, while ensuring that all outputs remain based solely on verified corporate data. Its high adaptability allows for industry-specific customization, and built-in security protocols safeguard sensitive information. By eliminating the risk of hallucinations and ensuring transparency in information retrieval, the technology enables better-informed decisions, higher productivity, and improved organizational performance. Infocomm, Artificial Intelligence