ROTA Connected Cities: Leveraging ROTA for Real-Time Device Updates Client Background: With a population of more than half a million, the city is a mid-sized metropolitan region that realized it needed to update its outdated infrastructure and boost the effectiveness of its public services. Their goal was to employ technology to maximize urban services, improving efficiency, sustainability, and livability. By doing this, they hoped to make the city a more secure and connected place for its citizens. They planned a unified IoT ecosystem to optimize traffic flow, improve public safety, reduce energy consumption, and deliver better citizen experiences. However, their existing infrastructure lacked the scalability and flexibility needed for instant upgrades. Challenges: The city encountered numerous obstacles during its smart transformation journey. Managing a quickly expanding network of IoT devices across vast urban areas proved to be a logistical challenge, straining resources and infrastructure. Frequent software updates caused significant disruptions, leading to costly downtime and reduced system efficiency. Legacy systems with outdated security protocols exposed the city to potential cyber threats, creating vulnerabilities in critical operations. Additionally, the lack of immediate analytics prevented informed decision-making, slowing down the ability to respond to dynamic urban needs. Furthermore, the absence of interoperability between various IoT platforms made it difficult to create a cohesive, unified smart city ecosystem. Our Solutions: Regami delivered a centralized OTA update solution for real-time, secure, and seamless device management, designed to overcome the challenges of scaling IoT operations across an entire city. Centralized Smart City Hub: A single dashboard provided city administrators with complete visibility and control over all IoT devices. This streamlined operations, allowing for quick troubleshooting and reducing the need for manual interventions across multiple systems. Smooth Transition During Updates: OTA updates were deployed without service interruptions, ensuring devices remained fully operational during upgrades. This feature eliminated delays and avoided potential disruptions in public services such as traffic signals or street lighting. Proactive Cyber Defense: With end-to-end encryption and secure authentication protocols, the solution effectively protects sensitive city-data. Regular automated security updates improve defenses against cyber threats, providing long-term resilience. Adaptable IoT Ecosystem: The solution was built to support diverse IoT devices, from sensors to connected appliances, enabling the city to add or replace systems without compatibility issues. This ensured the infrastructure could evolve as new technologies emerged. Predictive Analytics for Smarter Cities: The system offered live analytics, enabling city officials to make informed decisions. Real-time data visualization enabled predictive maintenance, quick responses to issues, and better allocation of resources for enhanced urban management. Outcomes: The OTA solution successfully transformed the city into a symbol of smart urbanization, improving its operational capabilities and delivering measurable benefits to both administrators and residents. Improved System Reliability: The solution ensured IoT devices across the city operated consistently, reducing service interruptions. This created a stable and dependable infrastructure to support essential services such as transportation and utilities. Enhanced Operational Efficiency: By centralizing the management of IoT devices, city officials could allocate resources more effectively. Simplified workflows allowed teams to focus on strategic initiatives rather than day-to-day technical issues. Increased Scalability: The city was able to expand its IoT ecosystem with ease, incorporating new devices and technologies without disrupting existing systems. This capability supported the city's vision for long-term modernization. Strengthened Security: The secure OTA updates addressed vulnerabilities in legacy systems, protecting critical operations from cyberattacks. This improvement enhanced public trust and positioned the city as a leader in secure smart city solutions. Real-Time Optimization: With dynamic system adjustments, the city improved traffic flow, reduced energy usage, and provided faster responses to emergencies. These improvements elevated the overall quality of life for residents while encouraging sustainable growth.

Regami Solutions is a world leader in vision engineering, offering cloud/edge AI for ALPR, OCR, Driver Distraction and Monitoring, Face Tracking, Iris Detection, and more, with Regami's Over the Air Updates(ROTA). Your Vision, Our Innovation. Together, We'll Achieve Limitless Possibilities. At Regami Solutions, we drive innovation with advanced vision engineering and digital engineering, delivering end-to-end solutions that optimize operations and transform industries. Download Brochure Please Login to download the brochure Your Engineering Partner for Creating Smarter Tomorrow Pioneering Intelligent Vision & Digital Engineering solutions that seamlessly integrate AI, Edge Computing, Embedded Technologies and Digital Frameworks – Regami is enabling engineering of next-generation products with unmatched reliability, performance and scalability. Medical & Life science Retail & Consumer Transportation & Smart City Security & Surveillance Robotics & Automation Healthcare & Insurance We specialize in end-to-end product development, transforming ideas into certified solutions that enhance healthcare accessibility and efficiency. Medical & Life science Virtual Doctor App PCR Test System Surgical Loupe Camera Systems We design and develop data-driven solutions that optimize operations and elevate customer experiences in the retail and consumer sectors. Retail & Consumer Retail Shelf Monitoring Camera Restaurant Back-office Software Retail Analytics Camera We engineer advanced technologies and innovative products that redefine transportation systems and create smarter, safer urban solutions. Transportation & Smart City Smart Parking Camera Systems Driver Monitoring Camera System Fleet Management Software Dashboard We build and engineer secure and scalable solutions to redefine security and surveillance systems for modern environments. Security & Surveillance Access Control System Border Control Kiosks OnViF Security Center SDK We develop intelligent automation solutions that empower industries with precision, scalability, and efficiency in their operations. Robotics & Automation Inspection Camera Solutions OCR SDK Software Autonomous Guided Vehicle We design and engineer cutting-edge solutions that enhance healthcare delivery and streamline insurance processes for better outcomes. Healthcare & Insurance Claims Processing Software Dashboard Intelligent Document Management for Medical RPA for Medical 01 / 06 Agile Engineering Expertise for Scalable Growth Name* Email* Service Required* Service Required Short answer Schedule a consultation with our experts. Submit Vision Engineering Digital Engineering Product Engineering Mobile App Development Web App Development Application Modernization API Migration Regulatory Compliance Cross-Platform App Development Cloud Engineering Cloud Strategy & Consulting Cloud Migration Cloud Security & Compliance Cloud Artificial Intelligence DevOps Cloud-Native App Development Data Engineering Data Lakes & Warehouse ETL/ELT & Migrations Data Integration & Analysis DataOps & AI/ML Integration Data Science Data Management & Governance DevSecOps IaC Security CI/CD Security Container Security Vulnerability Management CSP Management (CSPM) Software Composition Analysis Artificial Intelligence Generative AI Machine Learning AI & Intelligent Solutions AI Infrastructure Predictive Analytics Process Automation Experience Transformation CX Strategy Experience Modernization Omnichannel UX Salesforce Experience Design Self-Service Enablement Product Conceptualization Enterprise Platform Services Platform Integrations Customer Data Platform Digital Process Orchestration Human Capital Management COTS/SaaS Implementation Digital Supply-chain Transformation Emerging Technologies Internet of Things Blockchain and Web3 Quantum Computing Advance Robotics Digital Twins Application Lifecycle Management Device Engineering Hardware Engineering Firmware Engineering Software Engineering Connected Devices Mechanical Engineering Design to Manufacturing Camera Engineering Hardware Engineering Firmware Engineering Software Engineering Image Tuning Computer Vision AI/ML Integration Edge AI/ML AI Strategy & Consulting AI Enablement Design Custom AI Solutions Smart Vision Design Large Language Model Machine Learning & Analytics Cloud AI/ML Cloud AI Consulting Custom AI Development Predictive Analytics Intelligent Computer Vision Smart NLP Engines Dynamic ML Systems Regami Solutions provides agile engineering services that drive scalable growth. Our expert team delivers innovative hardware, software, firmware, and AI/ML solutions, enabling businesses to adapt quickly and achieve long-term success. Regami's Software Platforms Regami Over-the-Air Vistara Windows App Magna GTK App Nova Android App Aura Medical Platform Nebula Homecare Platform Authenta Video KYC Regami's AI SDKs and Software Platforms Regami Over-the-Air Meridian Percepta OCR Nova Android App Authenta Video KYC Clarity+ LPR Dexter+ Barcode/QR Recognition Vektor+ Facial Recognition Optiva+ Iris Recognition Regami's Hardware Platforms Neurex Smart Camera Platform AI-enabling vision for edge processing and automation.  Innova GigE Camera Low-latency Meridian GigE, on-board storage & PoE. MerlinPlus USB2.0 UVC Camera USB 2.0 UVC camera with on-board storage & dual streaming. Wave WiFi Camera Low-latency Meridian WiFi cameras with on-board storage. Armor SerDes Camera HDR cameras with GMSL2/L3 & FPD-Link III/IV technologies.  Falcon USB3.0 UVC Camera High-speed, high-performance USB 3.0 UVC camera. Bolt MIPI Camera AI imaging and vision processing accelerated by GPU.  Merlin USB2.0 UVC Camera USB 2.0 UVC camera for high-performance capture. Engineering Excellence Backed by Innovation Regami Solutions offers innovative, fast, and scalable solutions backed by expert knowledge and advanced technology. Our commitment to excellence ensures that we deliver reliable, future-proof solutions that drive growth and efficiency across industries. Expert In-house R&D Team Regami's exclusive technologies and relentless R&D ensure unparalleled innovation. Fast Time-to-Market Expertise and streamlined procedures enable Regami to provide solutions quicker than our competitors. AI & Automation Performance Regami offers superior AI-driven automation, optimized for precision and efficiency. Scalable Agile Solution Adaptive and scalable frameworks position Regami as a leader in dynamic, agile solutions. Data-Driven Engineering Regami employs sophisticated data analysis to engineer solutions that yield impressive outcomes. Industry-Leading Expertise Regami's expertise combines experience and technical skill to deliver tailored solutions that exceed expectations. Innovative Solutions Across Diverse Sectors Vision Engineering Case Study Development of Edge AI Cameras for Urban Surveillance Regami partnered with a smart city solutions provider to design advanced edge AI cameras using the Neurex Smart Camera Platform. The solution enabled real-time monitoring and improved urban safety with seamless system integration. View Edge AI solutions Digital Engineering Case Study Implementation of Cloud-Native Solutions for Retail Operations Regami collaborated with a retail chain to deploy a cloud-native solution using Percepta OCR and Kinesa VOD platforms. This streamlined inventory tracking, optimized workflows, and enhanced customer experiences. Explore Retail Cloud Platforms Case Study Integration of Ready-to-Use AI Platform for Enterprise Automation Regami facilitated the integration of the Vektor+ Facial Recognition Platform into an enterprise automation system. The platform streamlined identity verification processes, enhanced security protocols, and ensured seamless operational workflows. See Enterprise AI Work Careers @ Regami Want to become a Regamian ? Take the first step towards your career growth. Visit Our Career Page Our Website Speaks But We Prefer Conversations! Talk to a Human Name* Email* Service Required* Service Required Short answer Schedule a consultation with our experts. Submit

Product Engineering Accelerating Startups with Agile Product Development Client Background: A fast-growing startup focused on delivering an innovative consumer product faced multiple challenges in product development. With limited resources and tight timelines, they struggled to keep pace with customer feedback and dynamic market demands. Despite having a strong product concept, inflexibility in their development process slowed progress, jeopardizing deadlines and competitiveness. The startup sought a solution to become more adaptive and efficient, enabling them to bring a high-quality product to market faster. Challenge: The client encountered several issues that hindered their product development process. Slow development cycles caused delays in product delivery, making it difficult for the startup to meet market demands. The team struggled with effective feature prioritization, particularly as market needs evolved rapidly. Limited resources exacerbated the situation, leading to inefficient use of time and talent. Additionally, the team faced difficulties in quickly pivoting or integrating valuable customer feedback, reducing the product’s relevance in the market. These inefficiencies created frustration within the team, as the traditional development approach restricted their ability to innovate and progress effectively. Our Solution: Regami introduced an agile product development framework to help the startup streamline its processes, enhance adaptability, and deliver results faster. Agile Methodologies: Implemented agile sprints, allowing the team to focus on manageable tasks and make incremental progress. This helped reduce delays and ensured faster deliveries. Customer Feedback Integration: Enabled immediate feedback loops with customers to refine product features based on their needs. This ensured the product remained relevant and met user expectations. Cross-functional collaboration: Promoted collaboration between product, design, and development teams to ensure faster decision-making. This strengthened the team's ability to resolve issues promptly and work towards common goals. Prioritization of Features: Focused on high-priority features based on market demand, ensuring timely releases. The product roadmap was continuously adjusted to reflect customer requirements. Continuous Improvement: Introduced a cycle of regular reviews and improvements to the development process, enhancing efficiency. This allowed the team to quickly identify areas for optimization and implement changes. Outcome: The implementation of agile processes resulted in faster product development, improved resource utilization, and a competitive market launch. Faster Time-to-Market: The startup was able to release its product ahead of schedule, staying competitive in the market. Agile processes enabled quicker decision-making and more rapid execution. Reduced Development Costs: By improving efficiency and focusing on priority features, costs were reduced without compromising quality. This results in better allocation of resources across the project. Increased Flexibility: The agile process allowed the team to adapt quickly to customer feedback and market shifts. This flexibility helped the startup pivot when necessary to maintain product relevance. Enhanced Team Collaboration: The shift to agile improved communication and collaboration across departments, increasing morale. The team worked more cohesively, reducing friction and improving output. Stronger Market Alignment: The startup’s product was better aligned with customer needs, resulting in a more successful market entry. Continuous feedback loops allowed for better targeting of customer pain points and expectations.

Reimagine your AI-enabled vision solution with Regami’s expertise, powered by advanced camera engineering, pre-built AI SDKs, and intelligent platforms. Innovating Vision Engineering for Smarter Tomorrow Lets have a Chat! Contact Us Regami Solutions revolutionizes vision-based solutions with cutting-edge expertise in hardware, AI/ML, and software platforms. From ideation to delivery, we empower industries with transformative solutions. Vision Beyond Limits:The Regami Commitments Vision engineering at its core - We specialize in vision-based product development services, delivering end-to-end solutions tailored to industry needs. Our team has deep expertise in device & camera hardware and firmware design, prototyping, certifications, and manufacturing. We integrate advanced edge and cloud AI/ML, hardware platforms, SDKs, and software solutions to create intelligent, efficient, and scalable systems. Additionally, we offer specialized ready-to-integrate Software platforms for vision-based solutions such as Meridian, Vortex RTSP, Vistara for Windows App Platform, Magna for GTK App Platform (Linux), Nova for Android App Platform, Authenta for Video KYC, and ROTA for Over-the-Air Updates. Our powerful Software SDKs such as Percepta for Optical Character Recognition, Kinesa for Video on Demand, Clarity & Clarity+ for License Plate Detection and Recognition, Dexter & Dexter+ for Barcode/QR Detection and Recognition, Vektor & Vektor+ for Facial Detection and Recognition are engineered for challenging vision-based solutions. Regami’s expertise is not only in the software but also proudly offers easy-to-use Hardware Platforms such as Apex Smart Camera Platform, Orbis Camera Platform, Linea USB Camera Platform, and finally Swift SerDes Camera Platform. The Vision Advantage: Why Regami Leads the Way Empowering industries with end-to-end, scalable, and AI-driven vision engineering solutions for precision, reliability, and rapid deployment. End-to-End Solutions Develop comprehensive vision-based systems, seamlessly integrating hardware, firmware, and AI/ML capabilities. Platform Scalability Create robust SDKs and platforms tailored to industry needs, ensuring seamless expansion and integration. AI/ML Acceleration Leverage edge and cloud AI technologies to enable smarter, faster, and more accurate decision-making across industries. Precision Engineering Deliver unmatched accuracy with integrated high-performance hardware, software, and AI-driven vision algorithms Certified Reliability Adhere to global standards with certified manufacturing processes, ensuring consistent quality and reliability. Faster Deployment Empower industries to achieve rapid deployment by leveraging advanced expertise in design, development, and manufacturing. Our Comprehensive Vision Engineering Services Vision Engineering Device Engineering One-stop device engineering services for developing smart, connected IoT solutions, from design and prototyping to manufacturing. Know More Vision Engineering Camera Engineering End-to-end camera engineering solutions for design, calibration, and performance enhancement. Know More Vision Engineering Edge AI/ML Tailored engineering services for implementing AI/ML algorithms on edge devices for low-latency insights. Know More Vision Engineering Cloud AI/ML One-stop device engineering services for developing smart, connected IoT solutions, from design and prototyping to manufacturing. Know More 01 / 04 Close Close Close Close Hardware Engineering Firmware Engineering Software Engineering Connected Devices Mechanical Engineering Design to Manufacturing Hardware Engineering Firmware Engineering Software Engineering Image Tuning Computer Vision AI/ML Integration AI Strategy & Consulting AI Enablement Design Custom AI Solutions Smart Vision Design Machine Learning & Analytics Large Language Model (LLM) Cloud AI Consulting Custom AI Development Predictive Analytics Solutions Intelligent Computer Vision Smart NLP Engines Dynamic ML Systems Industry-Specific Vision Solutions for Maximum Impact Robotics & Automation Quality inspection and defect detection Robotic guidance and assembly Production line monitoring Medical & Life Science Point-of-Care device Loupe camera – dental Patient monitoring Transportation & Smart City Driver Monitoring Systems Motion detection and crowd analytic Traffic monitoring and enforcement systems Regami's AI SDKs and Software Platforms Regami Over-the-Air Meridian Percepta OCR Nova Android App Authenta Video KYC Clarity+ LPR Dexter+ Barcode/QR Recognition Vektor+ Facial Recognition Optiva+ Iris Recognition Regami's Hardware Platforms Regami's Hardware Platforms Neurex Smart Camera Platform AI-enabling vision for edge processing and automation.  Innova GigE Camera Low-latency Meridian GigE, on-board storage & PoE. MerlinPlus USB2.0 UVC Camera USB 2.0 UVC camera with on-board storage & dual streaming. Wave WiFi Camera Low-latency Meridian WiFi cameras with on-board storage. Armor SerDes Camera HDR cameras with GMSL2/L3 & FPD-Link III/IV technologies.  Falcon USB3.0 UVC Camera High-speed, high-performance USB 3.0 UVC camera. Bolt MIPI Camera AI imaging and vision processing accelerated by GPU.  Merlin USB2.0 UVC Camera USB 2.0 UVC camera for high-performance capture. Innovation Insights: Explore Our Latest Articles Machine Vision in Manufacturing AI-driven machine vision boosts automotive quality, cuts defects, and streamlines production. Machine Vision Smart Robotics with Embedded AI Embedded AI and vision engineering enhance robotics with smarter, faster automation. Embedded AI Vision SDKs for Scalability SDKs and platforms enable scalable and intelligent vision-based applications across industries. Vision SDKs Still Have Questions? We are Ready to Help! 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Edge AI Energy-Efficient Edge AI Solutions for Retail Inventory Monitoring Client Background: A large retail chain specializing in consumer electronics and household goods faced difficulties managing inventory across multiple locations. The company struggled with real-time stock monitoring, which caused frequent stockouts, overstocking, and inefficient replenishment processes. They were looking for a solution that could provide accurate inventory tracking with minimal operational disruptions. The retailer also aimed to lower energy costs and reduce their environmental footprint while maintaining high levels of operational efficiency. Given the scale of their operations, they needed a solution that could be deployed across numerous stores and warehouses. Challenges: The client faced multiple challenges in maintaining inventory accuracy across their retail network. Traditional inventory management systems were reliant on centralized processing, which resulted in delays and inefficiencies. Additionally, these systems consumed significant amounts of energy, contributing to high operational costs. Effective stock level tracking was challenging due to the absence of on-site data processing, which prevented real-time inventory monitoring. The retailer also struggled with integrating new technologies into their existing infrastructure without disrupting daily operations. Finally, there was a growing need to implement more sustainable solutions to meet environmental goals. Our Solutions: We provided an energy-efficient edge AI solution that enabled real-time, on-site inventory monitoring, reducing both energy consumption and operational inefficiencies. Edge Data Processing : Our edge AI solution processes inventory data locally on-site, minimizing the need for centralized cloud processing and reducing energy consumption. This approach ensured faster data access, enabling quicker decision-making in real time. Predictive ML Insights : The system utilized machine learning algorithms to provide accurate, real-time inventory insights, improving stock management and minimizing human error. These insights also supported predictive analytics to forecast demand and optimize stock replenishment. Unified Integration: We ensured the edge AI solution seamlessly integrated with the retailer’s existing infrastructure, enhancing operational efficiency without disrupting business processes. This integration allowed for easy adoption across all store locations with minimal training required. Scalability: The solution was designed to scale across multiple store locations, providing consistent performance as the retailer expanded. With minimal adjustments, the solution could support both small stores and large distribution centers. Sustainable Technology: Our solution used energy-efficient hardware and optimized software to meet the retailer’s sustainability goals, reducing the environmental impact of their operations. The system also helped reduce the carbon footprint of the retailer’s overall operations by lowering energy demand. Outcomes: The energy-efficient edge AI solution significantly enhanced inventory accuracy and operational efficiency while supporting the retailer’s sustainability efforts. Reduced Energy Consumption: Local processing minimized the energy needed for inventory management, lowering operational costs. This reduction in cloud reliance further decreased the retailer’s overall energy consumption and operational expenses. Refined Inventory Tracking: AI-driven insights provided real-time updates, reducing stockouts and overstocking and ensuring better decision-making. This resulted in fewer lost sales and more efficient inventory turnover, improving the overall profitability. Enhanced Operational Efficiency: Streamlined operations allowed staff to focus on high-priority tasks, improving overall productivity. Automated inventory management freed up time for employees to engage in more value-added activities, driving customer satisfaction. Flexible System Expansion : The solution was designed for effortless rollout across various locations, ensuring uniform inventory management and performance consistency. This flexibility enabled the retailer to grow into new markets without major infrastructure modifications. Environmental Impact: By lowering energy consumption and carbon emissions, the retailer was able to meet sustainability targets thanks to the energy-efficient technology. This complemented the retailer's long-term sustainability goals and lessened its environmental impact.

Elevate streaming with Vortex RTSP by Regami Solutions. Secure, scalable, real-time video & audio with H.265, H.264, AAC support across devices. Simplify Your Streaming with High-Performance RTSP Solutions Get Expert Advise Home Software SDKs Vortex RTSP Name* Email* By submitting, you also agree to receive our newsletter. Download Brochure Transform your streaming ecosystem with Vortex RTSP, the ultimate solution for real-time video and audio streaming. Our ready-to-integrate platform supports diverse formats, ensuring scalability, performance, and security. The Vortex RTSP Platform is a robust solution for achieving seamless video and audio streaming capabilities with real-time performance. It simplifies integration, supports diverse formats, and ensures compatibility across a wide range of devices. Vortex RTSP Server delivers high-performance streaming by supporting H.265, H.264, MP4, and MJPEG for video, and G711, AAC, OPUS, and more for audio. It’s optimized for resource efficiency, enabling secure, scalable deployments with low latency. Vortex RTSP Client empowers users to connect, stream, and manage media from anywhere. Its versatile features support RTSP over HTTP/HTTPS, websocket, and RTP protocols, ensuring secure and flexible streaming for various use cases. . Regami’s Vortex RTSP enhances your streaming capabilities with powerful features like proxy support, customizable configurations, and advanced transcoding for superior compatibility and performance. Target Streaming Device IP Camera Smart Camera NVR VMS Dashcam Body-Worn Cameras Fleet Surveillance Camera Access Control Systems Night Vision Camera Drone Cameras Target Operating Device Yocto Ubuntu Debian Opensuse OpenWRT Fedora ArchLinux Raspberry Pi OS Android Target Hardware Platform NXP Mediatek TI STM Nvidia Raspberry Pi Xilinx Ultrascale X86 Servers DSPs & SOCs Enhance Streaming Efficiency with Cutting-Edge Features High Performance Supports H.265 and advanced audio codecs, providing high-quality streaming with minimal delay. Secure Transmission Protect your streams with HTTPS, SHA256 authentication, and robust encryption protocols. Proxy Support Easily deploy multi-level servers for large-scale applications with built-in proxy functionality. Audio Back Channel Enable two-way communication for interactive applications like remote monitoring and conferencing. Automatic Transcoding Ensure compatibility across devices with automated audio and video format conversion. Interoperability Seamlessly stream across devices with diverse format support, ensuring universal compatibility. Low Footprint Operates efficiently with minimal resource consumption, ensuring scalability for any hardware. Customizable Options Tailor your streaming configurations to meet specific application needs. What Comes with our Vortex RTSP Platform Supported Formats Video: H.265, H.264, MP4, MJPEG. Audio: G711, G722, G726, AAC, OPUS. Transmission Protocols: RTP over TCP, RTP over UDP, RTP Multicast, RTSP over HTTP/HTTPS and websocket. Advanced Features: Audio back-channel for two-way communication. Proxy functionality for scalable, multi-level server deployment. Metadata streaming and forwarding for enhanced analytics. Customizable Configurations: Output quality settings for various devices and networks. Push data via TCP, UDP, or RTSP for on-demand flexibility. Per Device Model Flexible per-device pricing tailored to your needs. Integration support for Linux platforms like Yocto, Ubuntu, and OpenWRT.   Dedicated support and maintenance included.  Contact Us Get Started with Vortex RTSP Platform Today Our team of experts is here to help you seamlessly integrate this dynamic platform into your video system for reliable and scalable RTSP-based video streaming. Licensing Model  Contact Sales team to understand our licensing engagement model.   Can extend integration support for any Linux Platform. Includes secure streaming, transcoding, and custom configurations. Contact Us Free Trial Test Vortex RTSP on Raspberry Pi 4 & 5 with all features included. Contact Sales team to get access to the trial version. Limited-time access to evaluate real-time streaming, proxy support, and more. Contact Us Success Stories with: Vortex RTSP Solutions Vortex RTSP Vortex RTSP for Remote Fleet Surveillance in the Transportation Industry View Case Study Transportation Vortex RTSP The Ultimate Streaming Solution: Transform Online Learning with Vortex RTSP View Case Study Consumer Vortex RTSP Enhance Smart Security with Vortex: The Perfect Solution for Dashcam Streaming View Case Study Smart City Still Have Questions? We are Ready to Help! First name* Email* By submitting, you also agree to receive our newsletter. Submit

Regami's camera Engineering develops advanced solutions with high-resolution sensors and Edge AI, ensuring top image quality and reliability. Home Vision Engineering Camera Engineering Innovating Vision, Enhancing Clarity: Your Partner in Imaging We engineer advanced end-to-end camera solutions tailored to your needs, enhancing image quality, embedding intelligence and ensuring performance and reliability. Contact Us Today Login to Get Brochure AI-Enhanced Embedded Cameras for Retail Shelf Analytics View Case Study Retail Case study Ultra-Low Latency Cameras for Autonomous Vehicle Navigation View Case Study Transportation Case study HDR Imaging Solutions for Surveillance in Low-Light Environments View Case Study Surveillance Case Study Regami specializes in delivering cutting-edge Edge AI enabled camera engineering services for vision-based smart solutions. Our expertise spans the design, prototyping, and manufacturing of end-to-end camera solutions comprising of imaging modules, optics calibration, image signal processor tuning, Edge AI capable processor integration, and API development for connected solutions. Our camera engineering expertise extends to mechanical design, industrial design and enclosure development for wide range of environmental conditions ranging from lab environments all the way to ATEX Zone 0 compliant environments. We guarantee to smooth, short, and reliable camera engineering Lifecyle by leveraging our pre-built software platforms, SDKs and hardware platforms. With a focus on precision and innovation, our team ensures your vision systems are engineered for reliability and efficiency, helping you achieve clarity and accuracy in even the most challenging environments. Full-Spectrum Camera Engineering: Crafting the Future of Imaging Name* Email* Service Required* Service Required Short answer Schedule a consultation with our experts. Submit Camera Engineering Camera Hardware Engineering Comprehensive design, prototyping, and optimization of camera hardware systems, ensuring superior performance for diverse applications. Know More Camera Engineering Camera Firmware Engineering Expert engineering services for developing, customizing, and optimizing low-level firmware to maximize camera functionality and efficiency. Know More Camera Engineering Image Signal Processor Tuning Tailored ISP tuning to optimize image quality under various conditions, including low light, HDR, and lens corrections, ensuring crisp, clear images. Know More Camera Engineering AL/ML Integration Seamless integration of AI/ML algorithms for intelligent, automated camera systems that enhance efficiency, accuracy, and decision-making. Know More Camera Engineering Camera Software Engineering Delivering intuitive, high-performance software solutions that enable seamless integration and enhance camera system capabilities. Know More Camera Engineering Computer Vision Advanced computer vision solutions for real-time image processing, object recognition, and automated analysis to unlock new levels of camera performance. Know More Optimizing Image Processing for a Medical Imaging Camera Regami worked with a healthcare device manufacturer to integrate a high-resolution sensor into their medical imaging device. We enhanced image processing algorithms and optimized sensor performance, resulting in a 30% increase in diagnostic accuracy. View Case Study Real-Time Vision System for Industrial Drone Camera Regami partnered with a drone manufacturer to develop a real-time image processing system for camera drones, reducing processing time for faster, more accurate defect detection. View Case Study LTE and WiFi-Based Wireless Camera for Fleet Monitoring Regami designed a wireless-enabled camera solution with LTE and WiFi for a fleet management client, effectively reducing video transmission latency and enhancing connectivity, enabling real-time fleet monitoring for better security and tracking. View Case Study Pedestrian Monitoring with Edge AI-Enabled Cameras We partnered with a smart city project to integrate Edge AI into pedestrian monitoring, using deep learning for real-time detection and improved public safety. View Case Study Low-Power Cameras for Dental Loupe Devices We partnered with a dental equipment maker to optimize their loupe camera’s firmware and hardware, cutting power use and extending battery life for reliable performance during procedures. View Case Study ATEX Zone 1 Rugged Cameras for Industrial Monitoring Regami teamed up with an industrial equipment maker to build an ATEX Zone 1-certified camera. Its IP68-rated, rugged design thrives in heat and dust, needing little upkeep. View Case Study Healthcare Provider Addresses AI Model Transparency Challenges Implementing explainable AI methods helped the healthcare provider gain regulatory approval. This increased trust in their AI diagnostics, ensuring compliance with industry standards and improving model transparency. View Case Study Camera Engineering Complexities With Tailored Solutions High-Resolution Sensor Integration Integrating high-resolution sensors requires balancing image quality, bandwidth, and processing power without compromising performance. Imaging Performance with ISP Tuning Achieving high-quality imaging in challenging environments requires ISP tuning to address issues such as low light, HDR, and lens correction, enabling fast and efficient data processing with minimal latency. Wireless Camera Integration Integrating wireless technology in cameras involves overcoming challenges like ensuring consistent, high-quality video transmission and reducing latency for reliable remote monitoring across diverse environments. Edge AI Capability Integration Integrating Edge AI capabilities, deep learning, and machine learning models with cameras is essential for enhancing real-time decision-making and processing in various applications, such as surveillance and automotive systems. Power Consumption Optimization Developing energy-efficient camera systems is essential, especially for battery-operated devices, to prolong operational life without sacrificing image quality. Durability in Harsh Environments Cameras in harsh industrial or outdoor settings face heat, moisture, dust, and vibrations. IP68 enclosures and rugged designs keep them working reliably. Camera AI SDKs and Software Platforms Regami Over-the-Air Meridian Percepta OCR Nova Android App Authenta Video KYC Clarity+ LPR Dexter+ Barcode/QR Recognition Vektor+ Facial Recognition Optiva+ Iris Recognition Regami's Hardware Platforms Neurex Smart Camera Platform AI-enabling vision for edge processing and automation.  Innova GigE Camera Low-latency Meridian GigE, on-board storage & PoE. MerlinPlus USB2.0 UVC Camera USB 2.0 UVC camera with on-board storage & dual streaming. Wave WiFi Camera Low-latency Meridian WiFi cameras with on-board storage. Armor SerDes Camera HDR cameras with GMSL2/L3 & FPD-Link III/IV technologies.  Falcon USB3.0 UVC Camera High-speed, high-performance USB 3.0 UVC camera. Bolt MIPI Camera AI imaging and vision processing accelerated by GPU.  Merlin USB2.0 UVC Camera USB 2.0 UVC camera for high-performance capture. High-Performance Sensors & Compliance-Driven Design Certifications FCC CE UL ATEX ETL RoHS REACH SoC2 HIPAA Processing Platforms NVIDIA NXP MediaTek Raspberry Pi TI STM Espressif Wireless Platforms uBlox Sierra Nordic Laird Quectel Microchip SimCom Imaging Sensors Sony Omnivision Onsemi Innovation Insights: Explore Our Latest Articles Blogs Advances in Camera Sensor Technology Advances in camera sensor technology enhance imaging capabilities, improving sensitivity and dynamic range, which allows for smarter, more efficient camera designs. Sensor Insights Blogs The Impact of Lens Design on Image Quality Lens design significantly affects image quality. This article explores how innovative lens specifications can reduce distortions and enhance clarity. Lens Impact Blogs Integrating AI in Camera Systems: Transforming Imaging Solutions AI integration in camera systems enhances features like object recognition and scene analysis, offering new automation and real-time processing opportunities. AI Integration Related Services Vision Engineering Device Engineering One-stop device engineering services for developing smart, connected IoT solutions, from design and prototyping to manufacturing. Know More Vision Engineering Edge AI/ML Tailored engineering services for implementing AI/ML algorithms on edge devices for low-latency insights. Know More Vision Engineering Cloud AI/ML Expert engineering services for building, training, and deploying AI/ML models on cloud infrastructures. Know More Ready to Bring Your Ideas to Life? First name* Email* By submitting, you also agree to receive our newsletter. Submit

From Vision AI to Secure Cloud, Regami’s Digital Engineering powers OCR, ALPR, biometrics, retail & AI-driven traffic for smarter & connected solutions. Design. Develop. Deploy. Redefining Digital Innovation Regami Solutions drives innovation through advanced digital engineering, offering engineering services from design to deployment. Revolutionize your digital ecosystem with our expertise in AI, Cloud, and Emerging Technologies. Lets have a Chat! Get Expert Advise Combining Software Engineering & Digital Transformation Regami Solutions redefines digital engineering by providing innovative solutions that empower businesses through advanced product design, software development, and the seamless integration of emerging technologies. We offer end-to-end services, guiding businesses from ideation and prototyping to deployment, ensuring the creation of scalable and future-ready digital ecosystems. Our focus is on developing efficient, regulatory-compliant solutions tailored to the unique challenges of each industry. Through Agile practices, continuous integration, and Continuous Delivery (CD), we ensure that each solution is delivered quickly and reliably. Our commitment to high-quality outcomes enables rapid time-to-value and transformative results. By combining cross-functional teams with a focus on iterative development, we ensure every solution aligns with industry needs while maintaining flexibility and adaptability for the future. With state-of-the-art SDKs and platforms like Percepta for Optical Character Recognition, Clarity+ for License Plate Recognition, Meridian ONVIF, Vortex RTSP, Dexter+ for Barcode/QR Recognition and Vektor+ for Facial Recognition, we deliver software platforms that are not only scalable but also tailored to meet specific operational needs. Design. Develop. Deploy. Redefining Digital Innovation Lets have a Chat! Get Expert Advise Regami Solutions drives innovation through advanced digital engineering, offering engineering services from design to deployment. Revolutionize your digital ecosystem with our expertise in AI, Cloud, and Emerging Technologies. Combining Software Engineering & Digital Transformation Regami Solutions redefines digital engineering by providing innovative solutions that empower businesses through advanced product design, software development, and the seamless integration of emerging technologies. We offer end-to-end services, guiding businesses from ideation and prototyping to deployment, ensuring the creation of scalable and future-ready digital ecosystems. Our focus is on developing efficient, regulatory-compliant solutions tailored to the unique challenges of each industry. Through Agile practices, continuous integration, and Continuous Delivery (CD), we ensure that each solution is delivered quickly and reliably. Our commitment to high-quality outcomes enables rapid time-to-value and transformative results. By combining cross-functional teams with a focus on iterative development, we ensure every solution aligns with industry needs while maintaining flexibility and adaptability for the future. With state-of-the-art SDKs and platforms like Percepta for Optical Character Recognition, Clarity+ for License Plate Recognition, Meridian, Vortex RTSP, Dexter+ for Barcode/QR Recognition and Vektor+ for Facial Recognition, we deliver software platforms that are not only scalable but also tailored to meet specific operational needs. Engineering the Future: The Regami Commitments Future-ready digital engineering solutions, empowering businesses with scalability, integration, and accelerated innovation. End-to-End Expertise We deliver complete digital engineering services, guiding your projects from conceptualization to deployment to meet business goals. Future-Ready Solutions Harness AI, Cloud, and emerging technologies to drive sustainable business growth and transformation. Scalable Ecosystems Develop adaptable ecosystems that evolve alongside your business, ensuring long-term success. Seamless Integration Achieve smooth integration across devices, platforms, and industries for unified, efficient operations. Data-Driven Insights Leverage advanced analytics and AI to deliver data-driven insights that inform strategic decision-making. Accelerated Innovation Drive rapid innovation by optimizing workflows and time-to-market, leveraging Agile and continuous delivery practices. Our Comprehensive Digital Engineering Services Digital Engineering Product Engineering Comprehensive product engineering solutions for designing, developing, and optimizing innovative products from concept to deployment. Know More Digital Engineering Cloud Engineering Design, deploy, and manage scalable, secure cloud infrastructures tailored to your business needs. Know More Digital Engineering Data Engineering Expert services for designing and implementing data pipelines, integrating large-scale data systems, and enabling advanced analytics. Know More Digital Engineering DevSecOps End-to-end DevSecOps solutions ensuring seamless integration of security practices throughout the development lifecycle. Know More Digital Engineering Artificial Intelligence AI-driven solutions enhancing business intelligence & automation. Know More Digital Engineering Experience Transformation Redesigning customer & user experiences across digital platforms. Know More Digital Engineering Enterprise Platform Services Comprehensive platform management and enterprise solutions. Know More Digital Engineering Emerging Technologies Integrating next-gen technologies like blockchain, IoT, and more. Know More Close Close Close Close Close Close Close Close 01 / 08 Mobile App Development Web App Development Application Modernization API Migration & Modernization Regulatory Compliance Cross-Platform Development Cloud Strategy & Consulting Cloud Migration Cloud Native App Development Cloud Security & Compliance Cloud Artificial Intelligence DevOps Data Lake & Warehouse Design ETL/ELT & Migrations Data Integration & Analysis Data Management & Governance DataOps & AI/ML Integration Data Science Software Composition Analysis IaC Security CI/CD Security Container Security Vulnerability Management CSP Management (CSPM) Generative AI Machine Learning AI & Intelligent Solutions AI Infrastructure Predictive Analytics Process Automation CX Strategy Experience Modernization Omnichannel UX Salesforce Experience Design Self-Service Enablement Product Conceptualization Platform Integrations SaaS Platform Implementation Customer Data Platform Digital Supply Chain Digital Process Orchestration Human Capital Management Internet of Things Blockchain and Web3 Quantum Computing Advance Robotics Digital Twins App Lifecycle Management Industry-Specific Digital Solutions for Maximum Impact Healthcare & Insurance AI Claims Processing Secure Data Management Telemedicine Platform Retail & Consumer Personalized omnichannel CX IoT Inventory Management Data-driven Marketing Automation Transportation & Smart City Smart Vehicle Monitoring AI Driver Assistance Traffic Management Platform Regami Software Platforms Regami Over-the-Air Updates Meridian Authenta VideoKYC Vistara for Windows App Magna GTK App Nova Android App Regami SDK Resources Percepta OCR SDK Kinesa VOD Clarity+ LPR SDK Dexter+ Barcode/QR SDK Vektor+ Facial Recognition SDK Optiva+ Iris Recognition SDK Regami's Hardware Platforms Regami's Hardware Platforms Neurex Smart Camera Platform AI-enabling vision for edge processing and automation.  Innova GigE Camera Low-latency Meridian GigE, on-board storage & PoE. MerlinPlus USB2.0 UVC Camera USB 2.0 UVC camera with on-board storage & dual streaming. Wave WiFi Camera Low-latency Meridian WiFi cameras with on-board storage. Armor SerDes Camera HDR cameras with GMSL2/L3 & FPD-Link III/IV technologies.  Falcon USB3.0 UVC Camera High-speed, high-performance USB 3.0 UVC camera. Bolt MIPI Camera AI imaging and vision processing accelerated by GPU.  Merlin USB2.0 UVC Camera USB 2.0 UVC camera for high-performance capture. Innovation Insights: Explore Our Latest Articles Blogs Leveraging Cloud for Scalable Digital Transformation Cloud technology empowers scalable digital transformation, enabling businesses to innovate, adapt, and thrive in a dynamic digital landscape. Cloud Transformation Blogs AI in Action: Transforming Modern Businesses AI is revolutionizing modern businesses by enhancing efficiency, driving innovation, and unlocking new growth opportunities. AI Innovation Blogs Emerging Tech Trends Shaping Digital Engineering Emerging technologies are reshaping digital engineering, driving innovation, efficiency, and groundbreaking solutions. Tech Trends Still Have Questions? We are Ready to Help! First name* Email* By submitting, you also agree to receive our newsletter. Submit

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Explore Regami's Edge AI/ML solutions vision-based tech for real-time data processing, low-latency insights, and optimized performance on edge devices Home Vision Engineering Edge AI/ML Shaping Smarter Devices with Edge AI and ML Capabilities Enhance decision-making and optimize operations with our advanced vision-based Edge AI and Machine Learning solutions, delivering real-time intelligence and actionable data insights at low latency. Contact Us Today Login to Get Brochure Real-Time Object Detection for Edge AI Cameras in Smart Cities View Case Study Smart City Case study Energy-Efficient Edge AI Solutions for Retail Inventory Monitoring View Case Study Retail Case study AI-Powered Anomaly Detection for Industrial IoT Vision Systems View Case Study Robotics Case Study At Regami, we specialize in empowering industries with advanced vision-based Edge AI and Machine Learning solutions. Our services are tailored to bring intelligence to the edge, where critical data is captured and processed in real-time. From visual inspection systems that streamline quality assurance to object recognition and environmental monitoring for smart cities, our solutions enable efficient, secure, and scalable applications. Leveraging the latest AI advancements, we optimize edge environments to drive rapid insights and performance improvements across sectors including manufacturing, healthcare, and public safety. Our expert team provides solutions customized for robust, real-time processing, enhancing decision-making and operational precision in even the most demanding environments. Additionally, we offer specialized platforms for specific Edge AI/ML tasks, including OCR (Percepta), facial recognition (Vektor+), Iris recognition (Optiva+) and license plate recognition (Clarity+), ensuring optimized performance and accuracy for your unique requirements. Custom Edge AI/ML Solutions on Edge Devices Name* Email* Service Required* Service Required Short answer Schedule a consultation with our experts. Submit Edge AI/ML AI Strategy & Consulting Guiding businesses to develop robust AI strategies tailored to their specific needs, ensuring seamless integration and measurable results. Know More Edge AI/ML AI Enablement Design Crafting scalable frameworks and architectures to bring AI capabilities to life on edge devices, enhancing operational efficiency. Know More Edge AI/ML Custom AI Solutions Building bespoke AI models and applications that address unique business challenges with precision and adaptability. Know More Edge AI/ML Smart Vision Design Creating intelligent vision systems that enhance automation and decision-making in industries like manufacturing, healthcare, and retail. Know More Edge AI/ML Machine Learning & Analytics Leveraging machine learning algorithms to transform raw data into actionable insights for predictive analytics and smarter operations. Know More Edge AI/ML Large Language Model (LLM) Implementing advanced language models to enable natural language processing, document analysis, and conversational AI on edge devices. Know More Edge Applications Powered by Regami's Edge AI/ML Regami combines Edge AI/ML solutions with device engineering expertise, enabling intelligent, high-performance hardware tailored for diverse applications. Listed below are the applications that benefit from our Edge AI/ML services. Smart Surveillance Cameras Real-time object detection, vehicle detection and facial recognition ensure enhanced surveillance & intelligence. AGV & Drones Autonomous navigation and aerial inspections powered by AI-enabled vision systems. Industrial Robots Intelligent quality control and defect detection for precision manufacturing lines. Medical Imaging Devices On-device analysis for quicker diagnostics in resource-limited settings. ALPR Camera Systems Real-time license plate recognition for efficient vehicle tracking and automated access control. AI-Enabled Driver Monitoring Systems Advanced driver behavior analysis to enhance safety and reduce accidents with edge-based AI. Bridging Gaps in Edge AI/ML With Tailored Solutions Customized AI Strategies for Industry-Specific Needs We consult and develop tailored AI strategies that meet the unique demands of various industries, optimizing model performance and relevance in specialized applications. Integrating High-Performance AI on Edge Devices Our solutions involve AI enablement designs that bring advanced computing power to edge devices, balancing performance needs with resource limitations. Optimizing Vision Systems for Dynamic Real-World Conditions Our smart vision designs use adaptive algorithms that respond to environmental changes, ensuring consistent performance under varying lighting, movement, and weather conditions. Extracting Actionable Insights from Large Data Streams By employing machine learning and analytics models, we turn vast amounts of raw data into actionable insights, enabling real-time decision-making with minimal latency. Ensuring Privacy and Compliance in Visual Data Processing Our solutions ensure that sensitive visual data remains secure, with encryption and compliance features integrated into every stage of data handling on edge devices. Deploying High-Resolution, Real-Time Processing at Scale Our Large Language Models (LLMs) and advanced image processing methods are optimized for handling large, high-resolution data streams in real time without compromising on speed or accuracy. Smart City Analytics with Custom AI Models Regami collaborated with a smart city project to implement custom AI models for real-time analytics, transforming urban data into actionable insights with high precision and adaptability. View Case Study Edge AI Design for Retail Automation Regami developed an AI-enabled retail automation system that operates on lightweight edge devices, achieving efficient processing and immediate insights for inventory management and customer interactions. View Case Study Adaptive Vision System for Public Safety Monitoring Regami worked with a public safety organization to design a smart vision system that adapted in real time to changing outdoor conditions, improving detection accuracy in challenging environments. View Case Study Automated Data Analytics for Industrial IoT Regami partnered with an industrial IoT client to implement ML-powered analytics, facilitating real-time monitoring and decision-making for improved process control and efficiency. View Case Study Compliant Facial Recognition for Healthcare Access Control Regami provided a healthcare organization with a HIPAA-compliant facial recognition system, offering secure and private access control that safeguarded patient data. View Case Study Real-Time Adaptive Analytics for Smarter Transit Management Regami collaborated with a transportation agency to deploy a high-resolution, real-time analytics system, optimizing traffic flow and resource management across multiple locations. View Case Study Healthcare Provider Addresses AI Model Transparency Challenges Implementing explainable AI methods helped the healthcare provider gain regulatory approval. This increased trust in their AI diagnostics, ensuring compliance with industry standards and improving model transparency. View Case Study Regami's Software Platforms and SDKs Resources Regami Over-the-Air Meridian Percepta OCR Nova Android App Authenta Video KYC Clarity+ LPR Dexter+ Barcode/QR Recognition Vektor+ Facial Recognition Optiva+ Iris Recognition Regami's Hardware Platforms Neurex Smart Camera Platform AI-enabling vision for edge processing and automation.  Innova GigE Camera Low-latency Meridian GigE, on-board storage & PoE. MerlinPlus USB2.0 UVC Camera USB 2.0 UVC camera with on-board storage & dual streaming. Wave WiFi Camera Low-latency Meridian WiFi cameras with on-board storage. Armor SerDes Camera HDR cameras with GMSL2/L3 & FPD-Link III/IV technologies.  Falcon USB3.0 UVC Camera High-speed, high-performance USB 3.0 UVC camera. Bolt MIPI Camera AI imaging and vision processing accelerated by GPU.  Merlin USB2.0 UVC Camera USB 2.0 UVC camera for high-performance capture. Standard You Trust, Platforms You Rely On Certifications FCC CE UL ATEX ETL RoHS REACH SoC2 HIPAA Processing Platforms NVIDIA NXP MediaTek Raspberry Pi TI STM Espressif Wireless Platforms uBlox Sierra Nordic Laird Quectel Microchip SimCom Innovation Insights: Explore Our Latest Articles The Future of Edge AI: Transforming Industries Edge AI is revolutionizing industries with real-time data processing. This article examines its impact on manufacturing, healthcare, and transportation, enhancing efficiency and decision-making. Explore Edge AI Overcoming Challenges in Machine Learning Deployment Deploying machine learning models presents several challenges. This article identifies common obstacles and offers strategies for successful implementation. Discover ML Ensuring Data Security in Edge AI Applications With the rise of Edge AI, data security is crucial. This article shares best practices for securing Edge AI applications to protect sensitive data and ensure compliance. Secure AI Related Services Vision Engineering Device Engineering One-stop device engineering services for developing smart, connected IoT solutions, from design and prototyping to manufacturing. Know More Vision Engineering Camera Engineering End-to-end camera engineering solutions for design, calibration, and performance enhancement. Know More Vision Engineering Cloud AI/ML Expert engineering services for building, training, and deploying AI/ML models on cloud infrastructures. Know More Ready to Bring Your Ideas to Life? First name* Email* By submitting, you also agree to receive our newsletter. Submit

We're a top artificial intelligence Solutions specializing in AI & ML product applications. Contact us for Custom AI Solution and implementation support. Home Digital Engineering Artificial Intelligence Lead Your Industry with the Power of Artificial Intelligence Artificial Intelligence is developing businesses, creating innovation, and transforming industries. Data readiness is essential to fully utilize AI’s potential, enabling organizations to stay competitive in an environment that is constantly evolving. Contact Us Today Login to Get Brochure AI-Powered Fraud Detection for Financial Institutions View Case Study Insurance Case study Enhancing Customer Support with Conversational AI Solutions View Case Study Automation Case study Optimizing Supply Chain Operations with AI-Driven Forecasting View Case Study Transportation Case Study Artificial Intelligence (AI) is redefining the field of digital engineering by driving efficiency, reducing operational costs, and accelerating product development cycles. By using AI technologies such as machine learning and data-driven analytics, engineers are now able to make smarter, faster decisions throughout the entire lifecycle of a product. From automating routine tasks to optimizing design processes, AI is becoming integral in enhancing productivity and enabling more agile development practices in engineering projects. Moreover, AI streamlines production by enhancing accuracy and minimizing errors. Predictive modeling and intelligent design help optimize resources and align products with consumer needs. With flexibility and scalability, AI is vital for maintaining a competitive edge across industries. Regami Solutions offers powerful AI SDKs, including Facial Recognition (Vektor+), OCR (Percepta), Video-on-Demand (Kinesa), License Plate Recognition (Clarity+), Barcode/QR Recognition (Dexter+) and Iris Recognition (Optiva+), for seamless integration, automation and advanced functionality. Our software platforms, such as Authenta Video KYC, Regami Over-the-Air (ROTA), Meridian, Vortex RTSP deliver scalability, flexibility, and efficiency to drive innovation and streamline operations. Our Innovative AI Services for Business Transformation Name* Email* Service Required* Service Required Short answer Schedule a consultation with our experts. Submit Artificial Intelligence Generative AI Generative AI creates original content, from text and images to designs and code, enabling automation in creative processes and increasing innovation across industries. Know More Artificial Intelligence Machine Learning Machine learning enables systems to learn from data, improving accuracy and decision-making across applications like predictions, personalization, and automation. Know More Artificial Intelligence AI & Intelligent Solutions Our AI and intelligent solutions integrate advanced technologies to automate complex tasks, optimize processes, and drive smarter decision-making. Know More Artificial Intelligence AI Infrastructure AI infrastructure provides the necessary computing power and frameworks to scale AI applications, ensuring secure data processing and model deployment. Know More Artificial Intelligence Predictive Analytics AI-powered predictive analytics helps businesses forecast trends, improve planning, and make data-driven decisions to stay ahead of the curve. Know More Artificial Intelligence Process Automation Automation powered by AI helps streamline repetitive tasks, reducing costs, improving accuracy, and freeing up human resources for higher-value activities. Know More Resolving Critical AI Challenges with Advanced Solutions Data Security and Privacy Ensuring data security in AI applications is important, especially with large datasets. Algorithm Bias AI models can inherit biases from training data, leading to unfair or inaccurate outcomes. Real-Time Processing Real-time AI processing requires significant computational resources, straining existing infrastructure. Model Interpretability The "black box" nature of AI models makes it difficult to understand their decision-making. High Costs of AI Implementation The cost of implementing AI can be a barrier for many organizations. Scalability of AI Models Scaling AI models to handle vast data and transactions requires balancing performance, speed, and accuracy. Securing AI-Driven Healthcare Systems with Advanced Data Protection Discover how AI protects sensitive medical data, ensuring privacy compliance while enhancing care outcomes. AI, combined with stable security, maintains patient data in healthcare. View Case Study Mitigating Bias in Financial AI Decision-Making We implemented an AI bias mitigation framework to ensure fair, transparent, and compliant financial decision-making. View Case Study Real-Time Data Processing in Smart Cities See how AI optimizes smart cities by processing vast amounts of data instantly, improving traffic flow, energy use, and quality of life. View Case Study Improving AI Transparency in Healthcare Explore how enhancing AI model interpretability builds trust, allowing healthcare professionals to confidently use AI for diagnosis and treatment. View Case Study Cost-Efficient AI Deployment for SMEs Learn how small businesses are adopting AI through affordable solutions and strategies, enabling growth and operational efficiency. View Case Study Scaling AI Models for Global E-Commerce Platforms Understand how we scale AI models to meet the growing demands of e-commerce platforms, ensuring seamless performance and quality at scale. View Case Study Healthcare Provider Addresses AI Model Transparency Challenges Implementing explainable AI methods helped the healthcare provider gain regulatory approval. This increased trust in their AI diagnostics, ensuring compliance with industry standards and improving model transparency. View Case Study AI's Impact on Modifying Engineering Practices Increased Precision AI-powered methods increase design correctness while lowering mistakes and rework. Faster Time-to-Market AI helps businesses launch products more quickly by accelerating development cycles. Cost Efficiency AI lowers labor and operating expenses by automating procedures. Predictive insights AI aids in forecasting performance in the future, enabling proactive modifications to operations and designs. Regami's Software Platforms Regami Over-the-Air Updates Vistara for Windows Magna for Linux Nova for Android Authenta VideoKYC Regami's SDK Resources Clarity+ LPR SDK Percepta OCR SDK Dexter+ Barcode SDK Vektor+ Facial Recognition SDK Optiva+ Iris Recognition SDK Advanced Tech Stack for High-Performance Solutions Programming Languages Python R Java C++ JavaScript Julia Frameworks and Libraries TensorFlow PyTorch Keras scikit-learn OpenCV Hugging Face Transformers MXNet AI Platforms and Services AWS SageMaker Google Cloud AI Platform Microsoft Azure AI IBM Watson H2O.ai DataRobot Data Processing and Analysis Tools Apache Spark Pandas NumPy Dask Databases and Data Storage MongoDB PostgreSQL Apache Cassandra Hadoop DevOps and Deployment Tools Docker Kubernetes MLflow TensorFlow Serving Visualization Tools Matplotlib Seaborn Plotly/Dash Tableau Hardware and Accelerators NVIDIA GPUs TPUs ASICs and FPGAs. Power Your Industry Goals with Regami's AI Solutions We implement artificial intelligence to accelerate innovation by enhancing decision-making, streamlining processes, and advancing operations across various industries, delivering smarter and more efficient solutions. Medical & Life Science Innovative engineering solutions for medical technologies and healthcare devices, ensuring performance and compliance Read More Retail & Consumer We have advanced product engineering for personalized experiences, efficient operations, and seamless customer interactions. Read More Transportation & Smart City Smart, scalable solutions for connected infrastructure and intelligent systems in transportation and smart cities. Read More Robotics & Automation AI improves efficiency in industrial processes, reduces human error, and advances autonomous system capabilities. Read More Security & Surveillance We build and engineer secure and scalable solutions to redefine security and surveillance systems for modern environments. Read More Healthcare & Insurance AI helps improve fraud detection, risk analysis, and claims processing in insurance while improving patient outcomes through predictive models. Read More Maximizing the Advantages: of AI in Modern Engineering Blogs The Future of AI-Driven Product Design Explore how advanced tools are developing product design, enabling smarter, faster, and more creative approaches. AI Design Innovation Blogs AI in Predictive Maintenance Understand how predictive maintenance is advancing operations and improving efficiency in sectors such as manufacturing and automotive. Maintenance Optimization Blogs AI-Powered Automation for Engineering Efficiency Understand how automation is streamlining engineering workflows, reducing operational costs, and enhancing process efficiency. Automation Enhancement Related Services Digital Engineering Product Engineering Transform ideas into actual products with our end-to-end product engineering Know More Digital Engineering Cloud Engineering Apply the power of the cloud for scalable, secure, and cost-effective AI solutions. Know More Digital Engineering Experience Transformation Improve user experiences with customized, intelligent, AI-driven solutions. Know More Still Have Questions? We are Ready to Help! First name* Email* By submitting, you also agree to receive our newsletter. Submit

Harness Regami's expertise in device engineering to fast-track AI-enabled IoT solutions with advanced hardware, firmware, and AI-accelerated software. Home Vision Engineering Device Engineering Engineering Next-Gen Products with Embedded Intelligence We transform your innovative ideas into fully engineered, certified, market-ready devices with precision and expertise. Contact Us Today Login to Get Brochure High-Performance PCB Design for AI-Enabled Surveillance Cameras View Case Study Surveillance Case study Custom Firmware Development for Low-Power Vision Devices View Case Study Consumer Case study Ruggedized Enclosures for Industrial Vision Sensors in Extreme Environments View Case Study Automation Case Study Regami specializes in delivering comprehensive device engineering services tailored to smart connected IOT solutions. Our expertise spans across designing, prototyping, and manufacturing intelligent hardware and software solutions that push the boundaries of technology. Whether you're in retail, automotive, industrial automation, retail analytics or healthcare, we ensure that your connected IOT solution is optimized for performance, accuracy, and scalability. Our device engineering expertise spans across end-to-end solution development comprising of SBC/SOM designs, high speed board designs, camera designs, firmware development & optimization, embedded software development, Edge AI Model integration & tuning, and API development for connected IOT solutions. Our device engineering expertise extends to mechanical design, industrial design and enclosure development for wide range of environmental conditions ranging from lab environments all the way to ATEX Zone 0 compliant environments. Our team of experts combines deep technical knowledge with industry experience, ensuring innovative, reliable, and robust solutions that meet the most demanding requirements. From sensor optimization to system architecture design, Regami helps your vision systems achieve new levels of efficiency and intelligence. End-to-End Device Engineering: Where Ideas Take Shape! Name* Email* Service Required* Service Required Short answer Schedule a consultation with our experts. Submit Device Engineering Embedded Hardware Engineering Comprehensive engineering services for designing, prototyping, and optimizing embedded hardware systems. Know More Device Engineering Embedded Firmware Engineering Dedicated engineering services for low-level firmware development, customization, and optimization on embedded device. Know More Device Engineering Embedded Software Engineering Delivering intuitive software solutions that unlock the full potential of embedded systems with reliability and ease. Know More Device Engineering Connected Device Engineering Designing smart, secure, and scalable devices that thrive in a connected, Internet of Things (IoT) driven world. Know More Device Engineering Mechanical Device Engineering Creating sophisticated, durable, and high-performance designs optimized for challenging environments and demanding applications. Know More Device Engineering Design to Manufacturing Transforming innovative designs into fully realized, market-ready products with a seamless path from concept to production. Know More Innovative Solutions for Dev ice Engineering Difficulties High Density PCB Designs for Complex On-board Layers Designing high-density PCBs requires integrating multiple components on compact layers, managing EMI/EMC, and ensuring seamless connectivity to maintain device performance and reliability. Developing Robust Firmware for Embedded Devices Developing reliable firmware for embedded devices requires meticulous development to ensure performance, stability, and security across diverse hardware environments. Optimizing Embedded Software for Efficiency Embedded software development requires a fine balance between functionality and resource efficiency, with constraints on memory, power, and processing capabilities. Integrating Reliable Wireless Connectivity Wireless integration is essential for IoT devices but often poses challenges like network interference, connection drops, and security vulnerabilities. Mechanical Design Engineering for Durability and Performance Mechanical design engineering must balance durability, aesthetics, and functionality, particularly in rugged environments where strength and performance are critical, especially for enclosures and camera systems. Streamlining Manufacturing Processes Moving from prototype to full-scale production requires efficient manufacturing processes, ensuring consistent quality and scalability without high costs. Simplifying Complex PCB Design for a Body Camera Solution Regami helped a body camera company streamline their hardware by optimizing PCB layout, reducing EMI, and lowering power consumption, resulting in a faster production process and enhanced device efficiency. View Case Study Custom Firmware for a Medical Device Solution Regami partnered with a medical device company to develop custom firmware, enhancing device stability and improving processing efficiency by 40%, ensuring secure and reliable performance in critical healthcare environments. View Case Study Embedded Software for Medical Wearables Regami developed an energy-efficient software solution for a wearable health device, reducing power consumption by 35% and enabling continuous monitoring without frequent recharging. View Case Study Wi-Fi Connectivity for an Inventory Monitoring Camera Regami helped an inventory management company enhance WiFi connectivity for their monitoring cameras, reducing connection drops by 50% and improving network stability, enabling real-time inventory tracking with greater accuracy. View Case Study Rugged Mechanical Design for ATEX Zone 0 Sensing Devices Regami assisted a mining vehicle manufacturer in developing ATEX Zone 0 certified sensing devices, creating durable enclosures and camera systems to detect harmful gases and pedestrians, ensuring safety in hazardous environments. View Case Study Manufacturing Optimization for a Point-of-Sale Device Regami helped a point-of-sale device manufacturer streamline their production process, cutting costs by 20% while increasing output, enabling them to meet rising demand without sacrificing quality. View Case Study Healthcare Provider Addresses AI Model Transparency Challenges Implementing explainable AI methods helped the healthcare provider gain regulatory approval. This increased trust in their AI diagnostics, ensuring compliance with industry standards and improving model transparency. View Case Study Regami's AI SDKs and Software Platforms Regami Over-the-Air Meridian Percepta OCR Nova Android App Authenta Video KYC Clarity+ LPR Dexter+ Barcode/QR Recognition Vektor+ Facial Recognition Optiva+ Iris Recognition Regami's Hard ware Platforms Neurex Smart Camera Platform AI-enabling vision for edge processing and automation.  Innova GigE Camera Low-latency Meridian GigE, on-board storage & PoE. MerlinPlus USB2.0 UVC Camera USB 2.0 UVC camera with on-board storage & dual streaming. Wave WiFi Camera Low-latency Meridian WiFi cameras with on-board storage. Armor SerDes Camera HDR cameras with GMSL2/L3 & FPD-Link III/IV technologies.  Falcon USB3.0 UVC Camera High-speed, high-performance USB 3.0 UVC camera. Bolt MIPI Camera AI imaging and vision processing accelerated by GPU.  Merlin USB2.0 UVC Camera USB 2.0 UVC camera for high-performance capture. Standard You Trust, Platforms You Rely On Certifications FCC CE UL ATE X ETL RoHS REAC H SoC2 HIPAA Processing Platforms NVIDIA NXP MediaTek Raspberry Pi TI STM Espressif Wireless Platforms uBlox Sierra Nordic Laird Quectel Microchip SimCom Innovation Insights: Explore Our Latest Articles Custom Hardware Prototyping: Backbone of Device Engineering Services Custom hardware prototyping turns ideas into reliable, high-performance products, shaping the future of device engineering. Hardware prototyping insights Device Engineering: IoT integration for Driving Smarter Solutions IoT integration enhances device engineering by enabling smarter connectivity, streamlined functionality, and advanced user experiences. IoT in device engineering Facing Challenges in Device Engineering: What You Need to Know Device engineering challenges include managing complex designs, ensuring regulatory compliance, and adapting to rapid technological changes while balancing cost, quality, and tight deadlines. Engineering Insights Related Services Vision Engineering Camera Engineering End-to-end camera engineering solutions for design, calibration, and performance enhancement. Know More Vision Engineering Edge AI/ML Tailored engineering services for implementing AI/ML algorithms on edge devices for low-latency insights. Know More Vision Engineering Cloud AI/ML Expert engineering services for building, training, and deploying AI/ML models on cloud infrastructures. Know More Ready to Bring Your Ideas to Life? First name* Email* By submitting, you also agree to receive our newsletter. Submit