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Aetina, a pioneer in Edge AI solutions, is set to unveil its latest innovations at Embedded World 2025 in Nuremberg, Germany, from March 11–13. Building on over a decade of expertise, Aetina delivers a robust portfolio of edge AI hardware and software solutions, empowering businesses worldwide to unlock new opportunities at the intelligent edge. Innovation with DeviceEdge series Aetina offers a versatile range of compact devices powered by NVIDIA Jetson modules Pioneering the lineup is Aetina’s DeviceEdge series, powered by NVIDIA® Jetson Orin™ system-on-modules, including the new NVIDIA® Jetson Orin™ Nano Super and Jetson Orin™ NX Super. These high-performance devices are designed to support traditional edge AI applications and cutting-edge generative AI workloads, enabling dynamic and context-aware decision-making processes at the edge across industries such as agriculture, transportation, and smart motion analysis. As an Elite Partner of NVIDIA, Aetina offers a versatile range of compact devices powered by NVIDIA Jetson modules, including the Jetson AGX Orin™, Orin NX, and Orin Nano, and works closely with software vendors and system integrators to deliver tailored AI applications. On-Prem solutions for gen AI and CV applications Aetina is collaborating with Qualcomm Technologies, Inc. to deliver powerful AI capabilities, including generative AI and computer vision, for local, on-premises deployments utilising the Qualcomm® AI On-Prem Appliance Solution and Qualcomm® AI Inference Suite. The flagship MegaEdge AIP-FR68 integrates two Qualcomm® Cloud AI 100 Ultra cards, with each card offering an impressive 870 TOPS of AI computing at just 150W. Enterprise-grade AI processing with efficiency Customers can now use generative AI leveraging their proprietary data, fine-tuned models Supporting dual AI cards in a single workstation, this system redefines enterprise-grade AI processing with unmatched efficiency and scalability, delivering unprecedented computing power and ready-to-use AI applications for enterprises and industrial organisations.  Customers can now use generative AI leveraging their proprietary data, fine-tuned models, and technology infrastructure to automate human and machine processes and applications in virtually any end environment. MegaEdge AIP-MURE series Aetina is also presenting its collaboration with Axelera for computer vision solutions, featuring the MegaEdge AIP-MURE series powered by 13th Gen Intel Core processors and Axelera AI M.2 AI Edge accelerator cards. This versatile, compact system delivers up to 300 TOPS, optimised for applications like smart surveillance and real-time video analysis. ARM platforms with AI accelerators  Aetina introduces the ARM-based AIB-MR1A-A1 edge device, equipped with the Rockchip RK3588 Aetina introduces the ARM-based AIB-MR1A-A1 edge device, equipped with the Rockchip RK3588 8-Core processor and support for 2280 M.2 AI accelerators like Axelera, EdgeCortix, and Hailo. This platform enables powerful AI processing, making it ideal for real-time video analytics and edge AI inference. Its PCIe Gen3 x4 M.2 slot ensures high-speed data transfer, making it suitable for applications demanding swift and efficient processing. NVIDIA MGX server accelerates AI deployment Aetina will present the SuperEdge AEX-2UA1, a compact and advanced short-depth edge server based on NVIDIA MGX modular reference design, coupled with Intel Xeon processors. This server is engineered for environments where space is limited but computational demands are high. The server will also feature a live demo of a Private Large Language Model (LLM) deployed directly on the AEX-2UA1. LLM leverages RAG technology LLM leverages RAG technology to deliver secure and highly specialised AI abilities This LLM leverages Retrieval-Augmented Generation (RAG) technology to deliver secure and highly specialised AI capabilities tailored to specific domains.  By running locally on the device, this setup ensures data privacy and reduced latency, making it an ideal solution for scenarios where secure, domain-focused AI processing is essential. Aetina’s innovative Edge AI solutions Explore how Aetina’s innovative Edge AI solutions are shaping the future of embedded systems. Visit Booth 1-370 to experience live demonstrations and engage with experts about the latest advancements in AI hardware and applications. Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries. Qualcomm is a trademark or registered trademark of Qualcomm Incorporated.

Hanwha Vision has released version 6.0 of its Wisenet WAVE video management system (VMS), giving security professionals greater control over configuring and managing their surveillance systems. This update introduces more intuitive user management features, making it easier than ever to scale and customise surveillance resources to meet operational needs. Hanwha Vision’s WAVE Sync Similar to previous WAVE VMS releases, all features are kept across the mobile, desktop and server versions Highlights of WAVE VMS 6.0 include a redesigned user management interface, enhanced Lightweight Directory Access Protocol (LDAP) integration, upgraded calendars, camera linking via hotspot/teleport, and the ability to add temporary users.  Similar to previous WAVE VMS releases, all features are supported across the mobile, desktop and server versions of the platform, and with any operating system. In addition, Hanwha Vision’s WAVE Sync allows users to remotely access, view, share and manage their WAVE VMS systems directly from a web browser. How they configure and operate their surveillance system “Organisations need greater flexibility in how they configure and operate their surveillance system, and that includes their choice of VMS,” said John Lutz Boorman, Head of Product and Marketing, Hanwha Vision Europe. “Whether they’re managing a handful of employees at one location, or hundreds across multiple sites, they need to have centralised, 24/7 transparent visibility into every aspect of their system’s health and status, from any platform, and WAVE VMS 6.0 fulfils that perfectly.” Enhanced user management Improved and redesigned user management – System administrators can assign permissions to individuals and groups through a streamlined user interface and assign members to multiple preset groups to decrease user setup time. Temporary users – Organisations can grant temporary access and permissions tailored to users’ varying needs. For example, administrators have full control over the amount of time temporary users can spend on the system.  Set time limits to varying times of day, seasonally, etc. LDAP Integration – Organisations using LDAP environments, which enable centralised monitoring and activity detection by tracking user logins, permissions, and directory data, can map employee groups to user roles in their VMS for streamlined access management. Configuration of LDAP through the WAVE VMS Client Continuous synchronisation of active directory Supports mapping between LDAP groups and user roles New system features Camera linking hotspot/teleport – Seamlessly navigate large systems by connecting cameras. Track persons or vehicles between cameras within the viewing pane Add multiple hotspots to easily move between cameras; hotspots provide further information on camera placement NVIDIA hardware decoding support – Systems equipped with NVIDIA graphic processing units (GPUs) achieve smoother video playback and live monitoring. Reduce central processing unit usage by up to 20-30%  Emails via WAVE Sync – Users can route emails via WAVE Sync instead of through Simple Mail Transport Protocol (SMTP), for a streamlined process. Sends API request to notifications service instead of using SMTP settings WAVE Sync users will now receive email notifications New look calendar – WAVE users can locate footage more efficiently, quickly navigating by year, month, day, and time of day.

Robotic Assistance Devices, Inc. (RAD), a subsidiary of Artificial Intelligence Technology Solutions, Inc., is proud to announce the launch of AVA™ (Autonomous Verified Access) Gen 4, an advanced AI-powered access control solution for both residential and commercial applications. Completely redesigned inside and out, AVA Gen 4 integrates new hardware, an entirely rewritten software platform, and groundbreaking security enhancements to serve a broader range of clients, from homeowner associations (HOAs) to logistics and distribution centres. Built for performance, designed for reliability AVA Gen 4 marks a major leap forward in intelligent access control. With a fully re-engineered system, it delivers significant improvements in performance, reliability, and security: All-New Software & Hardware: Every line of AVA’s code has been rewritten, optimised for its powerful NVIDIA-based processing platform running on Ubuntu. This transition from Intel/Microsoft architecture results in faster decision-making, a more fluid user interface, and improved adaptability for future updates. Integrated Power & Controls: AVA Gen 4 consolidates all power supply and system controllers within its chassis, eliminating the need for an external utility box. This simplifies installation, reduces maintenance points, and enhances overall system integrity. Lighter, Stronger, and More Tested Than Ever: A completely restructured design makes AVA Gen 4 33% lighter while achieving the highest reliability of any RAD device to date. Rigorous testing ensures optimal performance across all deployment environments. Next-level security features Industry-First Anti-Tailgating Technology: AVA Gen 4 introduces an advanced tailgating detection system. If a pedestrian follows a vehicle through the gate or if two vehicles attempt entry under a single authorisation, AVA triggers instant alerts. These capabilities set a new standard for access control security, helping prevent unauthorised entry with greater precision than ever before. AI-Enhanced Audio for Superior Communication: With real AI-powered audio enhancement, AVA Gen 4 ensures crystal-clear communication in any environment. This upgrade improves speech clarity for visitors, guards, and remote monitoring centres, enhancing security interactions at every access point. Expanding market reach Earlier versions of AVA had been widely deployed in large-scale industrial and logistics operations While earlier versions of AVA had been widely deployed in large-scale industrial and logistics operations, AVA Gen 4 extends its capabilities into the residential sector. This expansion represents a major shift, unlocking new opportunities for AI-driven access control in a much larger and more diverse market. Whether securing a high-traffic distribution centre or enhancing security for a gated community, AVA Gen 4 delivers the intelligence, automation, and cost savings needed to modernise access control. Latest advancements in AI and automation “AVA Gen 4 is a direct result of customer demand and our commitment to continuous innovation,” said Steve Reinharz, CEO/CTO of AITX and RAD. “By integrating feedback from our clients and leveraging the latest advancements in AI and automation, we’ve developed a flexible and powerful access control solution suited for both logistics hubs and residential communities.” HOAP™ and SARA™ with AVA Gen 4: Elevating security HOAP was designed to provide control companies, HOAs, and locals with accurate, real-time data HOAP (Homeowner Association Portal) was designed to provide management companies, HOAs, and residents with accurate, real-time information about access events, security alerts, and community activity. With its integration into AVA Gen 4, HOAP ensures that all stakeholders have a clear view of the security landscape, empowering them to make informed decisions and respond promptly to any concerns.  AI-powered access control systems “AVA for HOAs has been one of the most requested solutions from our extensive dealer network,” added Reinharz. “We expect rapid penetration into the residential market carried in by our dealers responding to HOAs looking to save money by reducing costs by reducing, even eliminating, guarding hours." "As HOAs recognise the value of integrating advanced, AI-powered access control systems to enhance security and streamline operations. The demand is clear, and we’re poised to meet it with AVA Gen 4.”  Opportunity for AVA Gen 4 U.S. gated ward market is sizable, with about 25,000 gated wards housing over 15 million people The U.S. gated community market is sizable, with nearly 25,000 gated communities housing over 15 million people. Recent estimates suggest that 5% of the U.S. population now resides in these communities, with the highest concentrations found in California, Florida, and Texas.  This substantial market highlights the vast opportunity for AVA Gen 4 to enhance security and operational efficiency for a wide range of residential environments. SARA’s automated alerts and real-time responses SARA (Speaking Autonomous Responsive Agent) takes communication a step further by offering immediate, AI-driven interactions during security incidents. Whether it’s notifying management of unauthorised access, alerting security personnel of potential threats, or responding to specific queries, SARA ensures that communication flows seamlessly across the network. With SARA’s automated alerts and real-time responses, security incidents are addressed without delay, ensuring a swift and coordinated reaction. Adoption of access control solution RAD is set to scale show rapidly, ensuring general adoption of this extreme access control solution The Company expects to begin deploying AVA Gen 4 in the second quarter of 2025, with initial installations focused on key commercial and residential locations. As demand grows, RAD is prepared to scale production rapidly, ensuring widespread adoption of this revolutionary access control solution. AITX, through its primary subsidiary, Robotic Assistance Devices, Inc. (RAD) continues to redefine security and facility management through its proprietary AIR (Autonomous Intelligent Response) technology, redefining the nearly $50 billion (US) security and guarding services industry. Security guarding and monitoring model RAD solutions are specifically designed to provide cost savings to businesses of between 35%-80% when compared to the industry’s existing and costly manned security guarding and monitoring model. RAD delivers these tremendous cost savings via a suite of stationary and mobile robotic solutions that complement, and at times, directly replace the need for human personnel in environments better suited for machines. All RAD technologies, AI-based analytics and software platforms are developed in-house.  Delivery of artificial intelligence-based solutions Each Fortune 500 client has the potential of making numerous reorders over time RAD has a prospective sales pipeline of over 35 Fortune 500 companies and numerous other client opportunities. RAD expects to continue to attract new business as it converts its existing sales opportunities into deployed clients generating a recurring revenue stream. Each Fortune 500 client has the potential of making numerous reorders over time. AITX is an innovator in the delivery of artificial intelligence-based solutions that empower organisations to gain new insight, solve complex challenges and fuel new business ideas. Through its next-generation robotic product offerings, AITX’s RAD, RAD-R, RAD-M and RAD-G companies help organisations streamline operations, increase ROI, and strengthen business. Patrolling and guard services AITX technology improves the simplicity and economics of patrolling and guard services and allows experienced personnel to focus on more strategic tasks. Customers augment the capabilities of existing staff and gain higher levels of situational awareness, all at drastically reduced cost.  AITX solutions are well suited for use in multiple industries such as enterprises, government, transportation, critical infrastructure, education, and healthcare.

An attention-grabbing exhibit at GSX 2024 in Orlando involved a robot dog that could open a door.  Boston Dynamics robot dog ASSA ABLOY impressed attendees with the robotics demonstration, featuring the Boston Dynamics robot dog that could open a door using either an HID credential or a mechanical grip. This innovation represents a shift toward more autonomous security solutions and is suitable for environments where human access may be limited. ASSA ABLOY impressed attendees with the Boston Dynamics robot dog Operational efficiency Eye-catching exhibits at the GSX in Orlando, showcasing the future of security technology It was one of many eye-catching exhibits at the GSX in Orlando, showcasing the future of security technology, and offering practical solutions to the industry's challenges.  For security professionals, the advancements presented opportunities to enhance operational efficiency and to maintain a proactive stance in a rapidly evolving market.  Control ID face identification Alongside their robot demonstration, ASSA ABLOY also highlighted the Control ID Face Identification.  Access Controller, providing advanced facial recognition access control. From identity management to AI-driven surveillance systems, GSX 2024 offered a glimpse into the tools that can streamline processes, increase security, and reduce costs. Here are some other highlights. ASSA ABLOY also highlighted the Control ID Face Identification More integration with critical infrastructure  A major theme at GSX 2024 was the increasing integration of security solutions with critical infrastructure. ALCEA (formerly ASSA ABLOY Critical Infrastructure) is an example. Their globalised software solution ALWIN is designed for managing access control, visitor management, and other security factors across multiple locations. ALCEA's approach involves not only internal collaborations within ASSA ABLOY but also partnerships with external organisations. An example of innovation is the Neenah Foundry lockable manhole cover, blending safety and security. Solving identity management challenges  The solution simplifies onboarding and access request changes while ensuring compliance with policies Identity management continues to be a key focus in the security sector, and AMAG Technology addresses this need with its Symmetry Connect product. The solution simplifies onboarding and access request changes while ensuring compliance with policies. For professionals overseeing identity access management, Symmetry Connect provides a streamlined, automated approach, reducing human error and increasing operational efficiency. AMAG also sees a growing demand for efficient visitor management systems, especially in the post-COVID landscape. AMAG’s products cater to the need for enhanced security without overburdening staff.  AI and cloud-based surveillance solutions  Axis Communications highlighted its advancements in AI and cloud-based video management systems with its AXIS Camera Station Edge and Pro products. These solutions can connect seamlessly to cloud systems, providing security professionals with easy access to surveillance data anywhere. With the increasing need for centralised management, Axis’s offerings ensure that security teams can efficiently manage surveillance with minimal infrastructure. Axis also showcased its commitment to AI-driven analytics based on superior video quality. There were also networked audio solutions for public announcements and background music, among other uses. Body-worn cameras for corporate and school uses  Traditionally focused on law enforcement, Axon is now expanding its body-worn cameras and TASER technology into corporate and school security environments. Their Axon Body Workforce camera is a practical solution for protecting frontline workers in high-risk environments.  Axon also introduced drone-based solutions for real-time aerial awareness Axon also introduced drone-based solutions for real-time aerial awareness, a significant benefit for large campuses or remote locations. As more industries adopt corporate surveillance systems, Axon’s offerings provide flexible, scalable solutions that address the need for real-time, actionable intelligence.  Cloud-based access for smart buildings  Brivo’s native cloud systems and flexible credentials offer practical, future-proof security options Brivo showcased how cloud technology is revolutionising access control by offering systems that integrate seamlessly with other smart building platforms. Their open API approach enables collaboration with IT teams, bridging the gap between physical security and IT management. Brivo’s new partnership with Comcast Smart Solutions illustrates how large enterprises can implement advanced solutions, including access control while maintaining flexibility. For professionals managing complex building environments, Brivo’s native cloud systems and flexible credentials offer practical, future-proof security options.  AI-powered multi-sensor camera  Hanwha focused on an AI-powered multi-sensor camera, equipped with an NVIDIA processor capable of running complex analytics. In addition, Hanwha’s new AI camera technology can process multiple video streams simultaneously, either stream from its sensors or outside cameras, enabling better tracking of objects in complex environments. Their eight-channel AI Box, which converts legacy cameras into AI-enabled devices, is an attractive solution for professionals seeking to upgrade existing systems without the need for complete overhauls. For security teams looking to enhance situational awareness, Hanwha’s AI-based offerings provide advanced, scalable solutions.  Workflow management and hybrid cloud security  Genetec continued the theme of integrated solutions with their Operations Centre module for Security Centre, which consolidates work management into a single platform. Built on lean management principles, this system simplifies workflow for security professionals, promoting real-time collaboration across mobile and web platforms. As the industry shifts from on-premises systems to hybrid cloud solutions, Genetec’s products provide seamless transitions for organisations. Their new SaaS Security Centre also allows for natural language video searches in multiple languages, making it easier for global teams to manage operations across locations.  Simplifying remote surveillance  The company’s focus on scalability and efficiency is demonstrated by the “Eagle Eye Complete” subscription service Eagle Eye Networks showcased their continued international expansion, highlighting a new data centre opening in Saudi Arabia and new hiring initiatives in Australia and Europe. Their “Eagle Eye Anywhere” solar-powered camera system exemplifies the move towards flexible, easy-to-install solutions that can be deployed in remote locations. Integrators benefit from simplified maintenance through remote management, reducing the need for on-site support and ensuring operational continuity. The company’s focus on scalability and efficiency, as demonstrated by the “Eagle Eye Complete” subscription service, reflects the broader industry’s shift toward managed security services.  Tailored solutions for commercial clients  Everon continues its transition away from its former identity as ADT Commercial. Claiming the status of a competitive commercial integrator, Everon is reinventing itself by offering customised billing and monitoring solutions for a range of industries. Their cloud-based business intelligence platform, which combines video surveillance with data analysis, is aimed at enhancing operational awareness by detecting anomalies such as OSHA violations or retail point-of-sale exceptions. With AI-driven dashboards, clients can customise their security solutions to meet specific needs, reflecting a growing demand for tailored, data-driven security applications.  Innovation through cloud and mobile LenelS2 is part of Honeywell, and they emphasised their investment in cloud and mobile solutions at GSX 2024. Their "Enterprise OnGuard Cloud" platform, launched in June 2024, is a testament to the growing demand for cloud-enabled access control systems. With the addition of NFC-enabled Blue Diamond credentials, LenelS2 is pushing towards smarter, more secure mobile access options. The strategic combination of Lenel’s solutions with Honeywell’s infrastructure offers users enhanced engineering capabilities and global reach. This reflects a broader market trend of integrating mobile devices into physical security protocols.  Bringing AI to everyday security LPR system, combined with their Searchlight Cloud Analytics, offers a powerful tool for identifying security risks March Networks highlighted their new AI-driven smart search feature, designed to help security teams quickly detect operational anomalies in retail and financial environments. From identifying misplaced cash in quick-service restaurants (QSRs) to detecting "jackpotting" attacks on ATMs, their solution highlights the increasing importance of AI in enhancing both security and operational efficiency. Their Licence Plate Recognition (LPR) system, combined with their Searchlight Cloud Analytics, offers a powerful tool for identifying and responding to security risks in real-time, emphasising the practicality of AI in daily security operations.  Driving sustainability in security  Securitas showcased its commitment to sustainability, a growing concern for businesses across all industries. By providing CO2 data for clients and promoting digital tools like mobile credentials, Securitas is leading the charge in creating greener, more sustainable security solutions. Their focus on remote services and occupancy insights offers companies a way to reduce their environmental impact while enhancing security operations. The company’s alignment with science-based targets and circular economy practices signifies the increasing role sustainability will play in the security sector.  Future lies in integration  The GSX 2024 trade show revealed that the future of security lies in intelligent integration, AI-driven analytics, and cloud-based management systems. The innovations presented will help security professionals streamline their operations, enhance situational awareness, and future-proof their systems. As these technologies continue to evolve, professionals must stay informed about the latest advancements to maintain a competitive edge in the security marketplace. GSX was a great place to start. At the end of the day at GSX, it wasn’t just the robot dog that was opening doors …. to the future of security systems. {##Poll1727925373 - Of the important factors highlighted at GSX 2024, which do you consider most when adopting new security solutions?##}

The basic need for public safety is one of the biggest forces driving the adoption of smart city solutions: approaches that seek to solve urban challenges through technological means. The thinking behind these initiatives is that with enough internet connectivity and real-time data, surely environmental, social, economic, and public health issues should become more manageable. However, just adding more technology is not the whole answer. Although technology is necessary for an urban area to transition in to a safe and smart city, technology alone isn’t sufficient. Truly smart cities are savvy cities and that includes how they employ software, sensing, communications and other technologies to meet their needs. Cities need solutions that help find what you need and convert the ‘too much information’ into ‘actionable intelligence’ Some of those initiatives, however, like red light cameras or computerised flight passenger screening systems, have amounted to little more than ‘security theater’, which might waste limited resources and further delay the smart city transition due to over-hyped solutions and unrealistic projected return on investment. In other words, technology doesn’t necessarily result in more safety. But does this mean we are also more likely to quickly find what we need? Cities need solutions that help find what you need (e.g. a missing child or a suspect) and convert the ‘too much information’ into ‘actionable intelligence’. Data capture form to appear here! Better connectivity promotes safety There is a growing shift towards younger generations wanting to live in the city where they have access to public transportation, restaurants and entertainment. They also expect to live in a safer environment, and this is where the smart city approach comes into play with the introduction of WiFi in parks and public spaces, along with surveillance systems. These two solutions and services can now sit on the same network, thanks to better connectivity options and interference free solutions, such as mmWave wireless radios. Younger generations expect to live in a safer environment, and this is where the smart city approach comes into play with the introduction of WiFi in parks and public spaces, along with surveillance systems For example, Siklu Inc., a provider of mmWave wireless solutions, announces Smart City deployments based on Siklu’s broad E-band and V-band product portfolio previously reached, and now have likely surpassed, a milestone of 100 cities installed. Smart Cities, which were initially defined as municipalities connecting low data rate sensors for water, gas and more, have been evolving to demand high-capacity connectivity at gigabit-per-second speed. This high-bandwidth network infrastructure is needed to support new applications such as video security, public Wi-Fi backhaul, and private city network deployments. Linking AI and smart cities Dubai is an example of how artificial intelligence and smart city projects have become intrinsically linked. Under the leadership of His Highness Sheikh Mohammed bin Rashid al Maktoum, authorities in Dubai have set out to “make Dubai the happiest city on Earth” by adopting cutting-edge smart city initiatives. Dubai Police has launched a range of public safety initiatives including Smart Police iOS apps, traffic accident and location systems, and SOS apps for wearable devices. Dubai Police shows how artificial intelligence can power new Robocop prototypes – unarmed, life-sized patrolling robots carrying facial recognition software and automatic license plate recognition (ALPR). Authorities in Dubai have set out to “make Dubai the happiest city on Earth” by adopting cutting-edge smart city initiatives NVIDIA’s Metropolis™ intelligent video analytics platform is paving the way for the creation of AI cities. Metropolis Deep Learning makes cities safer and smarter by applying deep learning to video streams for applications such as public safety, traffic management and resource optimisation. More than 50 NVIDIA AI city partner companies are already providing products and applications that use deep learning on GPUs. “Deep learning is enabling powerful intelligent video analytics that turn anonymised video into real-time valuable insights, enhancing safety and improving lives,” said Deepu Talla, vice president and general manager of the Tegra business at NVIDIA. “The NVIDIA Metropolis platform enables customers to put AI behind every video stream to create smarter cities.” Smarter access control in cities Advanced software suites can provide access to all operations performed by users A smart city is one that uses information and communication technologies to increase operational efficiency, share information with the public and improve both the quality of government services and resident welfare. Smart access control is an important step forward in providing technologically advanced security management and access solutions to support the ambitions of smart cities and their respectively smart industries. With high volumes of people entering and exiting different areas of the city, it is important to be able to trace who has been where, when and for how long. Advanced software suites can provide access to all operations performed by users, including a complete audit trail. This information is often used by business owners or managers for audits, improvements or compliance. Read parts two and three of our Smart Cities miniseries.

Effective access control can be achieved without the use of cards using a new generation of secure facial authentication enabled by artificial intelligence and machine learning. Alcatraz AI is introducing a system that deploys a sensing device, about the size of a badge reader, with multiple colour and infrared cameras that can detect facial features and confirm an identity. Real-time 3D facial mapping avoids anyone using a photograph, video or mask to spoof the system and confirms there is a real person that matches the stored facial image. System helps in tailgating mitigation Deep neural networks, powered by NVIDIA, enable the system to achieve new levels of frictionless access control, says Vince Gaydarzhiev, CEO of Alcatraz AI. Computer processing is achieved at the edge to ensure speedy and secure access control. We saw an opportunity to create a system that solves issues of tailgating and addresses the need for security without increasing friction"“We saw an opportunity to create a system that solves issues of tailgating and addresses the need for security without increasing friction,” says Gaydarzhiev. The accuracy of the system lessens the need for security guards, he says. The Silicon Valley startup, currently with 20 employees, was founded in early 2016 by a team from Apple, NVIDIA and Lily Robotics with a goal of targeting mid- to large-sized corporations that currently have deployed badging systems. The company has raised close to $6M from venture capital firms and individuals, and Johnson Controls/Tyco has invested in the startup. Alcatraz AI’s sensor device, mounted near a door, confirms a user’s identity and communicates the user’s badge number to the existing access control infrastructure. “The system improves the facial profile every time, using the neural network to be even more accurate in the future,” says Gaydarzhiev. He says it is the industry’s first “instant one-factor authentication for multi-person in-the-flow sensing.” The system is less expensive than previous facial authentication systems and does not require users to be very close to the reader Easy enrolment and deployment Enrolment in the system is easy. Companies can deploy a separate enrolment station, or any reader can be used for enrolment. After badging in a couple of times, the face matching system “enrols” the face with the associated badge number, thus allowing the user to dispense with the badge altogether. In the future, the frictionless system simply recognises the user and opens the door. A user company can quickly deploy the system at locations where thousands of employees have access, without requiring employees to go to HR for enrolment. Gaydarzhiev says accuracy of the system is no less than that of iris scanning, and the accuracy is configurable for specific needs. He says the system is less expensive than previous facial authentication systems and does not require users to be very close to the reader. Facial authentication is also more flexible than iris scanning or fingerprinting. Detecting intent from positioning of eyes The system detects intent from the positioning of the eyes and body to avoid opening a door unintentionallyIn contrast to near field communication (NFC) or Bluetooth systems, the technology does not require a compatible smart phone or have issues of communication range. There is no need for users to stop and perform an action or gesture to signal intent. The system detects intent from the positioning of the eyes and body to avoid opening a door unintentionally, says Gaydarzhiev.  Alcatraz AI is targeting high-tech enterprises, including healthcare, government and eventually banks. Currently they have three pilot installations among large global software companies and are undergoing trials with some government agencies. Today, they sell direct to end users, but the intent is to develop a dealer channel that will account for most of the sales.