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AGENTIC AI HAS ARRIVED – THE LIABILITY – DOCTRINE HAS NOT

Dr. Pavan DuggalAdvocate, Supreme Court of IndiaArchitect, Global AI Accountability On the eve of the International AI Accountability Forum 2026, India is positioned to declare the world’s first multi-actor liability framework for autonomous artificial agents. The window will not remain open. On 14 May 2026, when the International AI Accountability Forum convenes at New Delhi, the international community will be forced to confront the question every legal system on the planet has so far chosen to defer – who is liable when an autonomous artificial agent acts upon the world and causes harm? The question is no longer hypothetical. It is the operating reality of every major economy in 2026. The agentic turn in artificial intelligence is complete. Earlier generations of AI advised. Contemporary agentic systems act. An autonomous agent today receives a goal, decomposes it into sub-tasks, plans across multiple tools and environments, executes against the real world, observes outcomes, and adapts. Contracts are being concluded by such agents. Financial trades are being executed by them. Code is being generated and deployed by them. Consequential real-world tasks are being carried out by them across borders and across legal regimes. And yet, in every major jurisdiction on the planet, the law of liability remains designed for a world in which the consequential decision was reserved to a human actor. That world no longer exists. The consequence is doctrinal strain on a scale the international legal order has not previously seen. The law of agency, drafted for human agents and human principals, strains when an artificial agent transacts. The law of vicarious liability strains when an agent causes harm through emergent behaviour that no developer expressly programmed and no deployer expressly authorised. The law of mens rea strains when an artificial agent commits an act that, performed by a human, would constitute fraud, harassment, or defamation. Jurisdictional rules strain when developer, deployer, and victim are domiciled in three different sovereign jurisdictions. Where the law strains, accountability fails. Where accountability fails, the victim bears the cost of innovation that benefited others. That is not a regulatory inconvenience. It is a moral failure. A framework adequate to the technology The Duggal Global Agentic AI Liability Framework, advanced under the doctrinal authority of the New Delhi Accord on AI and Emerging Tech Law of 24 July 2025 and proposed for adoption at the International AI Accountability Forum, is designed to close this gap. It rests upon five operative pillars that, together, supply the first comprehensive multi-actor liability architecture engineered specifically for autonomous AI agents. First, tiered multi-actor liability. Responsibility for agentic harm must attach across the entire supply chain – to the model developer for foundational design choices, training-data composition, and disclosure of known limitations; to the orchestration-layer operator for the design of planning and tool-use scaffolding; to the deployment platform for the integration of safeguards and post-deployment monitoring; and to the end-user enterprise for the appropriateness of deployment, the design of oversight, and the quality of consent and disclosure to affected persons. Liability is joint and several where causal contributions overlap. Complexity cannot be the alibi of irresponsibility. Second, autonomous contract formation. Where an agentic AI concludes a contract on behalf of a deployer, the contract binds the deployer to the extent the agent acted within an objectively communicated scope of authority, with appropriate defences preserved for fraudulent inducement and unconscionability. Disclosure that one is contracting with an artificial agent is a substantive requirement, not a courtesy. The counterparty is entitled to know. Third, vicarious liability for learned behaviour. The Framework rejects the proposition that a deployer escapes liability merely because the agent caused harm through emergent or unanticipated behaviour. Where a deployer placed the agent in operation, foreseeably benefited from its operation, and possessed the capacity to design oversight, monitoring, and override, the deployer bears responsibility within the agent’s operational footprint. The doctrine is calibrated, not strict. It is not, however, absent. Fourth, override and kill-switch obligations. An agentic AI deployed in any consequential context must be designed with capacities for real-time human interruption and authorised termination. Their absence is, in itself, a basis of liability where harm ensues. Fifth, insurance, compensation, and victim redress. Consequential agentic deployments must be backed by mandatory financial-responsibility arrangements calibrated to risk, and a no-fault compensation pool, funded by levies on such deployments, must supply redress where individual apportionment is inefficient. No victim of agentic AI harm should remain uncompensated by reason of doctrinal complexity alone. The Indian window The European Union’s Artificial Intelligence Act, however ambitious within its regional reach, is structured around product-safety logic that maps imperfectly onto agentic systems and is thin on civil liability. The United States operates without comprehensive federal AI legislation. The OECD Principles and the UNESCO Recommendation are instruments of soft law. The Council of Europe Framework Convention establishes principles but operates primarily as an inter-state instrument with limited reach against private deployers. Across the entire international architecture, there exists no harmonised cross-border liability regime for the agentic systems already in deployment. This is the absence that the International AI Accountability Forum 2026 is convened to fill. It is the absence that India is positioned – by constitutional tradition, by demographic weight, by convening capacity, and by the doctrinal momentum generated through Global Summit in Artificial Intelligence Emerging Tech Law and Governance 2025 (GSAIET 2025) and the New Delhi Declaration on Responsible Artificial Intelligence endorsed by eighty-six countries at Bharat Mandapam in February 2026 – to address on behalf of the international community. Agentic AI without legal accountability is civilisational recklessness. The law of artificial intelligence is being written now, in this calendar year, on this continent. Those who participate in its writing will determine its content. Those who do not will inherit it. Dr Pavan Duggal is Advocate, Supreme Court of India; Founder and Chairman of the Global Artificial Intelligence Law and Governance Institute; Chief Executive of the Artificial Intelligence Law Hub; and Founder and Honorary Chancellor of Cyberlaw University. He is the architect of the Duggal…

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NIST Helps Fingerprint Examiners with New Data and Software Release

NIST’s fingerprint dataset SD 302 includes 10,000 fingerprint images, including this one from the sticky side of a postage stamp. The dataset is now completely annotated with details such as the colorized regions at right. The colors, which represent regions of differing quality, will help train both humans and machine learning algorithms how to distinguish identifying features and weigh their importance as evidence. Credit: B. Hayes/NIST Sifting through fingerprints gathered from crime scenes is the job of fingerprint analysts and – increasingly – their computers. Training humans and their machine partners for this meticulous work is no easy task, but help has arrived in the form of a new data and software release from the National Institute of Standards and Technology (NIST). The data, consisting of thousands of fingerprints along with notes detailing their quality, follows the release of an open-source software package that can help assess print quality rapidly. Together, they offer a pair of tools for improving the expertise of forensic scientists. “These two resources will help improve the science of fingerprint identification,” said NIST Computer Scientist Greg Fiumara, “The data is the largest and most complete fingerprint dataset now available, and the software is a modified version of a print analysis tool used by U.S. law enforcement that we are making freely available to the world.” The fingerprint data, available as part of NIST Technical Note (TN) 2367, augments a previous release, Special Database (SD) 302, that NIST initially made available in 2019. It contains about 10,000 fingerprints gathered in a lab environment from 200 volunteers, who consented to their prints’ use for research purposes. All other personal information was scrubbed from the database, including the volunteers’ names and places of residence. “The prints are from people we recruited to come in and do things like write a note, pick up a circuit board, handle a dollar bill, that sort of thing,” Fiumara said, “Then we recovered the prints they left behind using different methods that crime scene investigators commonly use.” Since the data’s initial release, more than 1,000 research organizations from more than 90 countries have downloaded it. But it was not complete. Only about half of its fingerprints contained annotations – specific details about a print that offer a guide to evaluating the print’s quality. It is these annotations that make the database such a valuable teaching tool, because they show new examiners – and increasingly, AI – what to look for and what to avoid when evaluating a print. “Recently, experts went back and created annotations for the remainder of the prints. As with fingerprints gathered from actual crime scenes, the prints in the dataset vary widely in quality. In some spots, the lines left by a fingertip’s tiny, curving ridges are clear and unbroken, while in others these lines are smudged or incomplete. The annotations, which include regions that are color-coded to indicate different levels of print quality, will help educate humans and AI alike,” Fiumara said. “These images are good for classroom education, to teach examiners how to look for identifying features,” he said, “And they will also help teach AI algorithms where to look and how to weigh a feature’s importance. With this kind of training, a fingerprint evaluation algorithm will get better.” For software developers as well as print examiners, the second resource in the release will provide additional value. NIST recently obtained software called LQMetric that was designed to assess the quality of fingerprints, but whose use was limited to U.S. law enforcement. Over the past year, NIST funded the conversion of the software to a version that would run on Mac, Windows or Linux systems, and then made it open source for anyone in the world to use. The newly reconfigured software, which NIST is calling OpenLQM, can function as a standalone program or be incorporated into other software like a plug-in. “You give OpenLQM a fingerprint and it returns a number from 0-100 that is an assessment of the print’s quality,” Fiumara said, “It can help print assessors work more quickly, which is important in forensic science when you often have hundreds of prints to review from a crime scene. You want to help them separate out the prints that contain the highest level of detail. That’s where the software comes in.” Both the dataset and the software have proved valuable to users. “LQMetric software has been an invaluable asset,” said Anthony Koertner, a certified latent print examiner at the Department of the Army Criminal Investigation Division’s U.S. Army Criminal Investigation Laboratory, “It’s been pivotal in our efforts to achieve greater objectivity and reproducibility in latent print quality assessments. The open-source release, complemented by NIST Special Database 302, represents a significant advancement for the global forensic community. Together, they provide powerful new resources for practitioners and researchers to drive innovation and enhance collaboration in the field.” Read More

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More security for sensitive video data

IPS 10000 MK3: Next-Generation Recording – Powerful and Securely Encrypted Dallmeier presents the new revision of its proven IPS 10000 recording system. With version MK3, the focus is particularly on cybersecurity. Thanks to the integrated TPM 2.0 security chip, recording can now optionally be encrypted at a significantly higher security level. FIPS compliant with TPM 2.0 The requirements for protecting sensitive video data are increasing worldwide – especially in critical infrastructures. With the IPS 10000 MK3, Dallmeier addresses these requirements with a consistent further development of the system architecture. The integrated TPM 2.0 security chip is FIPS 140 compliant and enables highly secure storage of cryptographic keys. This forms the basis for optionally activated encryption of recording at the highest level. The recording system thus meets key requirements that are increasingly demanded in international tenders and offers operators a high level of investment and future security. High performance for demanding applications In addition to enhanced cybersecurity, the recording system continues to impress with its high performance. The IPS 10000 MK3 enables the recording of up to 120 high-resolution video streams with a total bit rate of up to 480 Mbps, making it suitable for large and complex installations. The system combines a Linux operating system specially hardened by Dallmeier with the SeMSy® Recording Server software and powerful server hardware. In combination with the integrated RAID 6 storage system, large volumes of data can be processed and stored reliably and efficiently. Functions such as SmartBackfill or the integrated database for analysis results further contribute to the efficient use of recordings. Revised design for greater operational efficiency The system has also been specifically further developed at the hardware level. Two powerful power supply units ensure redundant operation – while reducing costs compared to the previous version with three power supply units. This combines high reliability with an optimized system architecture. Also new is a front panel included in the scope of delivery, which is particularly suitable for visually appealing installations. It can be attached easily without any cabling or screwing and supports the display of status information. Flexible integration into existing systems As an open platform, the IPS 10000 MK3 remains flexible for use in a wide range of projects. In addition to Dallmeier cameras and Panomera® systems, third-party cameras can also be integrated. The evaluation of recordings is conveniently carried out via SeMSy® Compact or corresponding workstation solutions – even over long distances. Read More

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India’s Accessibility Push Meets a Ground Reality Check

Designers Like Apoorva Avadhana Are Rewriting the Approach India’s rapid expansion in IoT, smart surveillance, and AI-driven security systems has brought data privacy into sharp focus. From CCTV networks and biometric authentication to mobile-based identity verification, the country is building one of the world’s largest data ecosystems. Yet, within this transformation lies a complex paradox – the same data pipelines raising privacy concerns are also enabling unprecedented breakthroughs in accessibility. For millions of Indians with disabilities, especially those with visual or motor impairments, access to everyday systems such as banking, governance, and identity verification, often remains deeply uneven. Technologies like ‘Seeing AI’ demonstrate this tension clearly. Acting as a ‘virtual eye,’ such tools can read documents, detect objects, and even guide users to signature fields. But they also require processing sensitive personal data, often raising concerns around where that data goes and how it is used. This is not a new trade-off. Historically, accessibility has been a quiet catalyst for technological advancement. Alt text and captions that originally designed for people with vision impairments or low-bandwidth environments, have become foundational datasets for training computer vision systems. Today, those same systems power generative AI to enabling machines to create images from text. Accessibility, in many ways, has been the unseen infrastructure behind modern AI. But in India’s current IoT and security landscape, the stakes are higher. For individuals with motor disabilities, even something as basic as writing or signing a document can be a barrier to accessing financial systems, government schemes, or legal identity. Increasingly, mobile cameras and sensor-based systems are being used to track facial movements, gestures, and expressions to enable interaction without touch. These systems, while powerful, operate at the intersection of biometric data, surveillance, and personal autonomy. It is within this intersection that Apoorva Avadhana’s work offers a critical alternative. Apoorva talking on Rural Inclusive Innovation Methodologies At The Invisabal Panel With The Tata Steel Foundation At The International Purple Fest 2025, Panjim, Goa. At the International Purple Fest 2025, where global conversations on inclusion met grassroots realities, Apoorva emphasized a shift in thinking – accessibility is not about high-end solutions, but about enabling ‘survival, dignity, and participation.’ Speaking at the InviSabal panel on rural inclusive innovation, she highlighted how technologies designed for controlled, urban environments often fail in rural India – where infrastructure is fragile, maintenance is limited, and costs are prohibitive. Her work directly engages with one of the most overlooked barriers in India’s digital ecosystem – the inability to produce a consistent signature. Without it, individuals can be excluded from banking, welfare enrollment, and identity systems. While biometric solutions exist, they often introduce new privacy risks and dependencies on centralized systems. Through her research with the NYU Ability Project, Apoorva contributed to the development of a low-cost, open-source assistive tool that reimagines this problem through a privacy-aware lens. Using AI-based face mesh tracking, the tool converts subtle neck movements into digital strokes, allowing users with severe mobility impairments including quadriplegia to draw signatures independently. Crucially, the system operates differently from conventional camera-based tracking technologies. It runs locally on the device, does not capture or store images, and instead relies on geometric relationships such as the distance between facial key-points like the eyes and nose to interpret movement. The output is stored directly on the user’s phone, ensuring that sensitive data, including signatures, never leaves the device. In an era where IoT systems often default to cloud-based data processing and continuous surveillance, this approach is significant. It demonstrates that accessibility does not have to come at the cost of privacy. Instead, through thoughtful design, it is possible to build systems that are both empowering and secure. Apoorva’s broader methodology, what she terms ‘receptive design,’ extends beyond technology itself. It is participatory in nature and receptive to people’s everyday way to living and working. Her work draws from India’s culture of jugaad, emphasizing adaptability, local materials, and co-creation with communities. Whether it is designing assistive tools that function without stable internet or leveraging everyday devices like smartphones as accessibility interfaces, her approach resists the notion that innovation must be expensive or centralized. Her professional experience with organizations such as IBM and MetLife further grounds her work in large-scale systems, where accessibility, security, and compliance intersect. Yet, her focus remains consistent – designing technologies that work in the real world, across diverse socio-economic conditions. As India continues to expand its IoT and surveillance infrastructure, the question is no longer just how to secure data but also how to ensure that the systems built on that data are inclusive by design. Accessibility and privacy are often framed as competing priorities. Apoorva Avadhana’s work challenges that assumption, showing that they can and must be designed together. Because in a data-driven society, true security is not just about protecting information. It is about ensuring that the systems we build do not exclude the very people they are meant to serve. About Apoorva Avadhana Apoorva Explaining Concept of Human-Centered Design & Receptive Design Methodologies Apoorva Avadhana is a recognized design researcher specializing in accessibility, inclusive design, and assistive technology. Based in Mumbai and affiliated with The Ability Lab at New York University, she is CPACC certified and identified as a neurodivergent design researcher. With an MPS from NYU’s Interactive Telecommunications Program and a BDes in Human-Centered Design from the Srishti Institute of Art Design and Technology, Apoorva’s work bridges grassroots innovation with inclusive design, using low-cost and open-source emerging technologies to address accessibility in activities of daily living (ADL). She has professional experience as a UX researcher and Accessibility SME, for clients like IBM, TSB, and MetLife. Her research, residencies, and exhibitions have received international recognition, with her work presented at leading conferences and supported by numerous grants and awards. She has gained badges, honours and laurels and she led many important workshops and trainings in Accessibility and Corporate Design Thinking Frameworks. Her work spans a vast gamut of inclusive design, research, teaching, and interdisciplinary collaborations at the intersection of AI, accessibility, and…

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Matrix Geo Solutions Secures North Western Railway Contract for Drone-Led Project Monitoring

Matrix Geo Solutions Limited, a geospatial technology and engineering consultancy, has received a Letter of Acceptance from North Western Railway for project monitoring of the ongoing Luni-Samdari-Bhildi double line project. The contract North Western Railway, headquartered in Jaipur, involves aerial videography-based monitoring of the 271.97 km rail corridor using drone systems. The project will be executed over a period of 30 months, with a total contract value of INR3,07,62,599.51. As railway infrastructure projects expand in scale and complexity, the need for continuous, accurate, and data-backed monitoring has become more critical. Through drone-led aerial surveys and high-frequency data capture, the project will enable better tracking of construction progress, early identification of deviations, and improved coordination across stakeholders. On a monthly basis, advanced UAVs equipped with high-resolution cameras and sensors will capture 4K geo-tagged video data along the alignment, with precise GPS metadata mapped to each frame. This data will be post-processed to enable change detection across the corridor, covering key construction stages such as earthwork, ballast laying, rail installation, bridge construction, and associated infrastructure development. The approach is expected to support tighter timelines, enhance on-ground safety, and bring greater transparency to project execution. Speaking on the project win, Amit Sharma, Whole Time Director, Matrix Geo Solutions Limited, said: “This mandate from North Western Railway further expands our work in railway infrastructure projects. Corridors of this scale require continuous oversight and precise data to keep execution on track. Through UAV-led monitoring, we aim to provide clear, real-time visibility into progress, enabling faster decision-making and better coordination. We are confident in our ability to support efficient execution while maintaining strong control over timelines across the project lifecycle.” The use of drone-led monitoring is also expected to deliver measurable efficiencies, including a reduction of approximately 50% in the need for physical site visits by senior officials, a decrease of around 25% in reporting turnaround time, and improved visibility into critical project locations through real-time drone feeds. Matrix Geo Solutions brings more than 25 years of experience across the USA, Europe, Africa, and Asia, delivering high-precision geospatial intelligence for large-scale infrastructure and industrial projects, including railways, highways, mining, water resources, power transmission, oil and gas, and urban development. The company’s capabilities span satellite imagery, drone-enabled data capture, aerial mapping, mobile mapping, GIS, and remote sensing, enabling accurate and reliable insights for planning, monitoring, and execution. This depth of experience positions the company to manage complex, multi-kilometre projects such as the Luni-Samdari-Bhildi double line corridor, where precision, consistency, and timely data are critical to maintaining alignment with on-ground realities. Read More

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PSA Singapore Strengthens Global Maritime Leadership with Motorola Solutions’ Technology

PSA Singapore has chosen Motorola Solutions’ advanced TETRA digital radio communications to strengthen safety and efficiency across its operations while supporting its ongoing expansion through the Tuas Mega Port project. “PSA Singapore is a strategic hub for global trade that facilitates the movement of more than 40 million Twenty-foot Equivalent Unit (TEU) shipping containers annually across 600 ports around the world,” said Philbert Chua, container division managing director, PSA Singapore, “The development of the Tuas Mega Port is a long-term strategic investment that leverages advanced technologies and innovations to strengthen Singapore’s competitiveness, resilience and agility in managing the growing complexities and challenges of global supply chains.” Motorola Solutions’ TETRA network supports more than 4,000 users with an average of 540,000 voice calls made every day to coordinate complex, 24/7 port operations and maintain safety as containers, vessels and staff move between terminals. Tuas Mega Port will become the world’s largest, fully automated container terminal and is being developed in four phases. When fully operational in the 2040s, the Tuas Port will be capable of handling up to 65 million TEU shipping containers annually. “Our 20-year relationship with PSA Singapore is built on a shared understanding that safety is the foundation of productivity,” said Rajat Gupta, Vice President for Asia Middle East & Africa, Motorola Solutions, “As Tuas Port scales to become the world’s largest container terminal, our focus remains on providing the secure and reliable communication and services that personnel need to collaborate seamlessly every day.” Safety and security are at the heart of everything we do at Motorola Solutions. We build and connect technologies to help protect people, property and places. Our solutions foster the collaboration that’s critical for safer communities, safer schools, safer hospitals, safer businesses, and ultimately, safer nations. Read More

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Future-Proof Thanks to System Expansion Scalable Video Security Technology for Snoqualmie Casino & Hotel – A Solution That Grows with You

Snoqualmie Casino & Hotel is located about 30 minutes east of Seattle in the US state of Washington. It is named after the Native American tribe of the same name – the ‘People of the Moon.’ The casino offers nearly 1,800 slot machines and 58 Vegas-style table games. Since 2015, Snoqualmie Casino & Hotel has relied on Dallmeier’s video surveillance solutions, and these proven technologies are being used for the current system expansion. Proven foundation, new requirements Video surveillance covers all relevant areas of the property, including the gaming floor, front-of-house and back-of-house areas, restaurants, and car parks. The Dallmeier system has proven itself reliable and scalable for over a decade, despite growing requirements and technical developments. However, renovations, expansion plans and new requirements for internal processes have made it necessary to expand the existing surveillance solution. Jolene Stewart, Snoqualmie Casino & Hotel’s Executive Director of Security and Surveillance, reported on the requirements and advantages of a Dallmeier solution. A system that grows with you The Washington State Gambling Commission requires casinos to be continuously monitored. The aim was therefore to adapt the existing system to the changed conditions, both functionally and technologically, without replacing the proven infrastructure. It was essential to meet the regulatory requirements while ensuring a safe and pleasant environment for guests and employees. The focus was on reliability, as well as process optimization, system availability, and the capacity for easy integration of new technologies. Customized solution for a comprehensive overview As part of the expansion, the existing surveillance system was upgraded to include specific features. Only Dallmeier components were used, including the modular video management system, Hemisphere® SeMSy® (version 5), and Domera® cameras. The dome cameras feature pre-installed neural networks and integrated edge analytics apps, offering a wide range of intelligent video analysis applications. In addition, the motorized three-axis adjustment allows for easy and flexible remote configuration. The overall solution enables central control of the 1,500 cameras and efficient evaluation of video data. Planning and implementation were carried out in close cooperation with integrator North American Video (NAV), who adapted the system to the spatial conditions and operational processes as required. “The long-standing and solution-oriented cooperation with all parties involved was crucial in enabling us to jointly implement a solution that meets the specific requirements,” added Joe McDevitt, President of Dallmeier USA. A sustainable solution “We have continuously expanded our video security technology over the past decade to meet our requirements,” said Jolene Stewart, Snoqualmie Casino & Hotel’s Executive Director of Security and Surveillance. The solution impresses with its high reliability, no downtime and easy maintenance. Characteristics that are crucial for efficiency in daily casino operations. It also pays off economically in the long term: “In the surveillance industry, reliability is a key cost factor. The fact that we have not had any expensive replacements or unexpected service calls over the years speaks for itself,” she added. Read More

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Hikrobot’s Machine Vision and Robotics Solutions for Manufacturing Sector Add Value

Technological innovation and market variability accelerate the replacement of products. The traditional logistics mode encounters great challenges. The intelligent and flexible mobile robot solution can easily meet the demands of fast and transparent production, help enterprises to reduce costs. Hikrobot’s machine vision and robotics solutions are revolutionizing the manufacturing sector with cutting-edge technologies. Their innovative portfolio includes smart cameras, autonomous mobile robots, and AI-powered code readers, driving efficiency, productivity, and sustainability in industries like electronics, automotive, and logistics. Challenges Solution Overview Adopting G2P mode, the solution uses multiple types of mobile robots to perform transport tasks in various situations. It reduces dependence on experienced workers. In this solution, WCS integrates with devices such as elevators, and air shower doors. iWMS docks with upper-level systems including MES, ERP, PLS, and OMS. Multiple quality inspection modes and transfer strategies are supported. Hikrobot’s Machine Vision and Robotics solutions are transforming the manufacturing sector with cutting-edge technologies. Hikrobot’s Machine Vision portfolio includes: Hikrobots Robotics solutions include: These solutions cater to various industries including electronics, automotive, pharmaceuticals, and logistics. Hikrobot’s innovations are driving efficiency, productivity, and sustainability in manufacturing. RCS 2000: Hikrobot’s RCS 2000 is a Robotic Control System that plays a crucial role in their software platform architecture, working alongside the iWMS 1000 (Intelligent Warehouse Management System). The RCS 2000 is designed to build map models and dispatch various robots, enabling efficient warehouse management and logistics processes. ey Features: The RCS 2000 is part of Hikrobot’s comprehensive solution for smart logistics and manufacturing, aiming to enhance productivity and efficiency. Solution Advantages Hikrobot’s solutions offer following advantages: Application Scenario: Project in a Compressor Manufacturer This company produces world-class air-conditioning compressors with an annual production capacity of 15 million units. Not only is the factory large and complex, but also SKUs are varied and heavy. Furthermore, cross-floor transferring is needed. Background This company produces world-class air-conditioning compressors with an annual production capacity of 15 million units. Not only is the factory large and complex, but also SKUs are varied and heavy. Furthermore, cross-floor transferring is needed. Solution To automate production and logistics, and improve operation efficiency and quality, this company introduced around 140 mobile robots (including LMR and CMR) in two batches. Through integration with our RCS and iWMS, these robots support intelligent product component and inventory information management, as well as unmanned transportation across floors. Customer Benefit Read More

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CP PLUS Wins Prestigious Dual Honours, Reinforcing Leadership in Smart &Made-in-Bharat Security Innovation

In a powerful testament to its steadfast commitment to innovation and indigenization, CP PLUS has been conferred with two of the industry’s most prominent recognitions, further solidifying its position as a frontrunner in the evolving landscape of smart security and surveillance. Leading this moment of pride, CP PLUS was honoured with the Best Smart Security Solution Brand award at the NDTV Gadgets 360 Awards 2026 – one of the country’s most respected platforms celebrating technological excellence. This recognition underscores the brand’s relentless pursuit of next-generation innovations, from AI-powered surveillance to intelligent monitoring ecosystems that are redefining how security is perceived and implemented. As the industry rapidly transitions toward smarter, more adaptive technologies, CP PLUS continues to lead from the front – shaping the future of security with precision, intelligence, and trust. Further amplifying this achievement, CP PLUS was also honoured at the Times Business Icons North 2026, presented by The Times of India, under the category of Made-in-Bharat Security & Surveillance Solutions. This accolade is a powerful endorsement of CP PLUS’s deep-rooted commitment to building indigenous technologies that align with India’s vision of self-reliance and global leadership. It reflects the brand’s continued focus on engineering solutions that are not only technologically advanced but also tailored to the unique security needs of the nation. Together, these recognitions highlight a defining narrative that the future of security is being reimagined, and CP PLUS is at the helm of this transformation. With a robust portfolio of STQC-certified, cyber-secure, and AI-driven solutions, the brand continues to push boundaries, delivering innovations that empower enterprises, institutions, and citizens alike. As CP PLUS continues its journey of excellence, these accolades stand as milestones in a larger vision; one that is driven by innovation, guided by trust, and committed to powering a safer, smarter India. Read More

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