Alternatives to Gravio
Compare Gravio alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Gravio in 2026. Compare features, ratings, user reviews, pricing, and more from Gravio competitors and alternatives in order to make an informed decision for your business.
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1
Qliktag Platform
Qliktag Software Inc.
The Qliktag Platform is a one-of-a-kind platform to enable everyday consumer products as IoT Connected Smart Products that can be interacted with digitally. For any item equipped with tags such as ordinary 2d barcodes, NFC tags, RFID, QR Codes, Data Matrix, smart packaging sensors, IoT sensors, watermarks or other triggers, the Qliktag Platform can help assign an internet identifier and a "digital twin" with a unique web link for each batch, product or serial instance. This enables the product to send or receive information over the internet through it's lifecycle. The Qliktag Platform also lets you develop a wide range of smart applications & business processes from traceability, transparency, authentication, trust, customer engagement, re-order and more in a low code environment that is highly scalable across billions of items, secure & flexible.Starting Price: $275/month -
2
Embiot
Telchemy
Embiot® is a compact, high performance IoT analytics software agent for IoT gateway and smart sensor applications. This edge computing application is small enough to integrate directly into devices, smart sensors and gateways, but powerful enough to calculate complex analytics from large amounts of raw data at high speed. Internally, Embiot uses a stream processing model to enable it to handle sensor data that arrives at different rates and out of order. It has a simple intuitive configuration language and a rich set of math, stats and AI functions making it fast and easy to solve your analytics problems. Embiot supports a range of input methods including MODBUS, MQTT, REST/XML, REST/JSON, Name/Value and CSV. Embiot is able to send output reports to multiple destinations concurrently in REST, MQTT and custom text formats. For security, Embiot supports TLS selectively on any input or output stream, HTTP and MQTT authentication. -
3
Eyeris
Eyeris
Driven by excellence, inspired by you. At Eyeris, our technology was inspired by the late-night worker, the caring parent, the aspiring entrepreneur. Keeping every driver in mind, our innovative technology promises to push towards a safer and better road ahead. In-Cabin cameras are the most common sensor used for driver and occupant monitoring. Eyeris AI Software interprets the entire interior scene through these cameras. Allows the ability to collect data from different sensor types to interpret the scene with redundant data for high data accuracy. Innovation in hardware is improving to accommodate and run sophisicated AI software in the most efficient and fastest manner. Our vision-based neural networks provide the richest source of information. Using the latest image sensors, our pre-trained vision AI models understand the entire in-cabin space under the widest range of lighting spectrum. -
4
Sightbit
Sightbit
SightBit provides an AI-powered solution for enhancing safety and security around open water. The company’s proprietary deep-learning AI models and computer vision technology enable capabilities including object detection and classification, drowning detection, hazard detection and prediction, object penetration detection and pollution detection. SightBit’s technology addresses climate challenges by detecting, monitoring, and providing alerts regarding events such as tsunamis and rip currents, while simultaneously providing management capabilities. The company’s solution can easily be deployed using off-the-shelf video cameras, without the need for sensors, edge processors, or customization. SightBit’s core system is based on deep-learning computer vision technology that transmits real-time information to monitors in various control rooms, sounding an alarm when people are in danger, and providing alerts when a system or structure is likely to fail. -
5
Intel SceneScape
Intel
Intel® SceneScape is an advanced software platform designed to create 4D digital twins of physical spaces by processing data from multiple sensors. This innovative platform extends tracking capabilities beyond traditional vision-based AI by enabling real-time monitoring, asset tracking, and predictive decision-making. With its low-code interface and compatibility with various sensors, SceneScape makes it easy to deploy powerful AI solutions across industries like defense, transportation, healthcare, and retail. It provides near real-time tracking and analytics, improving operational efficiency and situational awareness. -
6
TagoIO
TagoIO
TagoIO is a full-stack cloud software that lets users turn IoT sensor data into smart solutions without dealing with cloud complexity. It supports connecting and managing devices from more than 500 communication types, including LoRaWAN, NB-IoT, Wi-Fi, satellite, BLE, MQTT, and HTTP, with preconfigured connectors to decode device data into a standard format. It provides scalable device management, secure data storage, real-time visualization, custom analytics, automation, alerts, and multi-tenant access control so users can build dashboards, workflows, and logic in one environment. TagoIO simplifies building and deploying IoT applications with templates, drag-and-drop interfaces, and APIs while handling backend infrastructure, enabling rapid development and deployment. It offers advanced analytics to transform raw data into actionable insights and supports edge computing, mobile access, white-labeling, and integration with external systems.Starting Price: Free -
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EPIC iO
EPIC iO Technologies
EPIC iO brings together software-enabled offerings for unbreakable connectivity solutions, more value from AI and IoT investments, and improved business outcomes. EPIC iO provides software-focused technology that leverages AIoT solutions to help businesses become safer, smarter, and more connected. By utilizing our open AI platform, DeepInsights™, public sector, and private enterprises can extract and intelligently generate and analyze IoT data. This real-time data provides high-value, actionable insights through a single, integrated source. We streamline IoT connectivity network solutions to connect IoT points including video, sensors, routers, and gateways. From remote oil and gas fields, farms, cities, and manufacturing to education and mobile businesses, we solve one of the biggest challenges of IoT – ubiquitous bandwidth. -
8
Plainsight
Plainsight
Remove the complexity from your machine learning projects with our vision AI platform built from the ground up for fast, effective video analytics application development. With easy, no-code point-and-click features all in one platform, Plainsight slashes your time-to-production and accelerates the success of vision AI-powered solutions across industries. Connect, administer, & control cameras, sensors & edge devices in one interface. Collect accurate training datasets to provide a high-quality training foundation for models. Accelerate labeling with smart polygon selection, predictive labeling, & automated object recognition. Easily train models with a breakthrough process designed to reduce time to vision AI solutions. Quickly deploy & scale applications at the edge, in the cloud, or on-premises to meet business needs. -
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FairCom EDGE
FairCom
FairCom EDGE simplifies the integration of sensor and machine data at the source – whether it’s a factory, water treatment plant, oil platform or wind farm. The world’s first converged IoT/Industrial IoT hub, FairCom EDGE unifies messaging, persistence and analytics with an all-in-one solution – complete with browser-based administration, configuration and monitoring. FairCom EDGE supports MQTT and OPC UA for machine-to-machine (M2M) communication, SQL for interactive analytics and HTTP/REST for real-time monitoring. It continuously retrieves data from sensors and machines with OPC UA support, and receives messages from those with MQTT support. The data is automatically parsed, persisted and made accessible via MQTT and SQL.Starting Price: Free -
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Datacake
Datacake
With the Datacake platform, you can realize your Industrial IoT use cases, such as condition monitoring, data logging, real-time dashboards, and data analytics. Connect LoRaWAN or NB-IoT devices and gateways to the platform. Use MQTT or other interfaces. Use the Datacake IoT platform and Ready-to-Use LoRaWAN sensors to detect water levels in flowing or standing water, containers or other vessels. Use modern online maps and display the positions of your IoT assets (e.g. sensors, machines, or other things) in real-time on Interactive Maps. View the routes traveled by these devices in a historical view directly on the map. Upload images and place sensors directly in the floor plan of the building, hall plans, or other diagrams. Show your customers the conditions on-site in a simple way. Send data to your devices on Datacake via webhook. Payload decoders for HTTP requests are also available here.Starting Price: €1 per device per month -
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Zoho IoT
Zoho
Zoho IoT is a low-code, cloud-based IoT platform designed to help organizations build, deploy, and scale connected solutions across a wide range of use cases, including Industrial IoT (IIoT), smart buildings, energy monitoring, fleet management, asset tracking, and utilities monitoring. The platform supports 40+ IoT and industrial communication protocols such as MQTT, OPC-UA, Modbus, BACnet, SNMP, CoAP, and HTTPS, enabling seamless connectivity with sensors, machines, PLCs, meters, gateways, and vehicles. Zoho IoT provides native capabilities for device onboarding, real-time data ingestion, digital twins, dashboards, alarms, workflow automation, and device lifecycle management. With its low-code application builder, users can rapidly create custom IoT applications, rules, and workflows without extensive coding. Built-in role-based access control, data security, and scalable cloud infrastructure ensure enterprise-grade reliability.Starting Price: $49/application/month -
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Eclipse Streamsheets
Cedalo
Build professional applications to automate workflows, continuously monitor operations, and control processes in real-time. Your solutions run 24/7 on servers in the cloud and on the edge. Thanks to the spreadsheet user interface, you do not have to be a software developer. Instead of writing program code, you drag-and-drop data, fill cells with formulas, and design charts in a way you already know. Find all necessary protocols on board that you need to connect to sensors, and machines like MQTT, REST, and OPC UA. Streamsheets is native to stream data processing like MQTT and kafka. Pick up a topic stream, transform it and blast it back out into the endless streaming world. REST opens you the world, Streamsheets let you connect to any web service or let them connect to you. Streamsheets run in the cloud, on your servers, but also on edge devices like a Raspberry Pi. -
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Numina
Numina
Numina measures all kinds of curb-level activity. Anonymously and in aggregate, Numina delivers the volume counts, paths, and traffic behaviors of travelers and objects in streets. To understand granular traffic safety, environmental conditions, and operational metrics in streets. To build a data utility that turns streets into a developer platform. Numina was designed to protect privacy as a foundational principle. Our sensors use onboard computing to pre-process and then erase imagery, resulting in datasets that are anonymous and secure. Numina is the only computer vision sensor solution purpose-built for streets and designed from Day 1 to provide Intelligence without Surveillance. Everyone wants more livable places, but few agree on how to get there. There are many ideas about how to improve our neighborhoods. We seek to help cities get to the right answer, faster and more equitably, with a data-driven approach. -
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Rendered.ai
Rendered.ai
Overcome challenges in acquiring data for machine learning and AI systems training. Rendered.ai is a PaaS designed for data scientists, engineers, and developers. Generate synthetic datasets for ML/AI training and validation. Experiment with sensor models, scene content, and post-processing effects. Characterize and catalog real and synthetic datasets. Download or move data to your own cloud repositories for processing and training. Power innovation and increase productivity with synthetic data as a capability. Build custom pipelines to model diverse sensors and computer vision inputs. Start quickly with free, customizable Python sample code to model SAR, RGB satellite imagery, and more sensor types. Experiment and iterate with flexible licensing that enables nearly unlimited content generation. Create labeled content rapidly in a hosted, high-performance computing environment. Enable collaboration between data scientists and data engineers with a no-code configuration experience. -
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Kibsi
Kibsi
Kibsi is the no-code computer vision platform to build and launch video AI solutions in minutes – not months. Stretch your tech without spending a fortune. From security cameras to webcams, Kibsi converts any live stream camera feed into rich streams of insights and data. View live data, uncover trends, trigger alerts, and automate actions that empower analysts and business leaders with real-time understanding and historical analysis. Kibsi does more than just identify objects, it adds context and relational rules to computer vision through machine learning and proprietary algorithms. Kibsi’s no-code, drag-and-drop experience gets you answers faster. Computer vision programmers and developers are welcome but certainly not required. With 1000s of ready-to-use, built-in objects and classes, you can start getting insights right away. Of course, adding your own objects is easy and automated, too.Starting Price: $99 per month -
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Synetic
Synetic
Synetic AI is a platform that accelerates the creation and deployment of real-world computer vision models by automatically generating photorealistic synthetic training datasets with pixel-perfect annotations and no manual labeling required, using advanced physics-based rendering and simulation to eliminate the traditional gap between synthetic and real-world data and achieve superior model performance. Its synthetic data has been independently validated to outperform real-world datasets by an average of 34% in generalization and recall, covering unlimited variations like lighting, weather, camera angles, and edge cases with comprehensive metadata, annotations, and multi-modal sensor support, enabling teams to iterate instantly and train models faster and cheaper than traditional approaches; Synetic AI supports common architectures and export formats, handles edge deployment and monitoring, and can deliver full datasets in about a week and custom trained models in a few weeks. -
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SimpleCV
SimpleCV
SimpleCV is an open-source framework for building computer vision applications. With it, you get access to several high-powered computer vision libraries such as OpenCV, without having to first learn about bit depths, file formats, color spaces, buffer management, eigenvalues, or matrix versus bitmap storage. This is computer vision made easy. These are just a small number of things you can do with SimpleCV. If you would like to learn more please refer to our tutorial. There are also many examples included in the SimpleCV directory under the examples folder which can also be downloaded from here. SimpleCV is an open-source framework, meaning that it is a collection of libraries and software that you can use to develop vision applications. It lets you work with the images or video streams that come from webcams, Kinects, FireWire and IP cameras, or mobile phones. It helps you build software to make your various technologies not only see the world but understand it too. -
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EyePop.ai
EyePop.ai
Streamlining visual data analysis for easy, accessible AI-powered insights, regardless of industry or technical knowledge. Build your tailored AI application with EyePop. Embark on your project journey today, leveraging our advanced computer vision technology. Discover the untapped potential in your images and videos. Our platform delivers deep insights into your media, enhancing user experiences and boosting engagement. Building a custom application is a breeze with our intuitive no/low code platform. Anyone can easily create Pops that work with existing images, videos, or even real-time streams. Develop powerful, tailored computer vision solutions and make the most of your visual data. Empower decision-making with AI-driven insights, revolutionizing computer vision interaction. Build custom computer vision apps effortlessly with EyePop.ai’s no/low code platform for all skill levels. -
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Actcast
Actcast
Actcast is an edge-AI IoT platform service that links events and data from the physical world to the Web by performing deep learning inference on edge devices, enabling real-time sensing, analysis, and integration of physical data with online systems while reducing data transfer costs and privacy risks. It uses edge computing to run deep learning models locally on low-cost hardware such as Raspberry Pi, converting raw sensor and camera input into actionable, semantic data that can be sent to web services or applications. It supports deployment, remote management, and monitoring of IoT applications (“Acts”) across many devices, and provides tools such as an SDK and command-line interface to develop, package, and deploy applications in Docker containers that process input and send summarized results. Actcast also includes features for managing device groups, configuring triggers and webhooks to notify events, and handling updates and device status from a centralized dashboard. -
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Prophesee Metavision
Prophesee
Metavision is an advanced event-based vision software toolkit developed by Prophesee, designed to facilitate the evaluation, design, and commercialization of event-based vision products. The SDK offers a comprehensive suite of tools, including 64 algorithms, 105 code samples, and 17 tutorials, enabling developers to efficiently build and deploy event-based applications. The open source architecture of Metavision SDK ensures full interoperability between software and hardware devices, fostering a rapidly growing event-based vision community. The platform covers a wide range of computer vision fields, such as machine learning, computer vision, camera calibration, and high-performance applications. Developers have access to extensive documentation, including over 300 pages of content, programming guides, and reference data, providing a solid foundation for product development. Metavision SDK5 PRO includes advanced add-ons like high-speed counting, spatter monitoring, and more.Starting Price: Free -
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X-Shift
X-Shift
X-Shift is a digital transformation and customer experience platform that combines AI-driven technologies, omnichannel communication tools, and managed services to help organizations modernize operations and improve how they interact with customers. It brings together multiple solutions under one ecosystem, including agentic AI systems capable of handling conversations and executing tasks, computer vision tools that turn camera data into actionable insights, and customer experience modules such as social listening, knowledge management, CRM integration, and omnichannel contact centers. It enables businesses to unify communication across channels like voice, chat, email, and social media into a single interface, creating seamless and personalized customer journeys while giving agents full visibility and context for every interaction. -
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Spacee
Spacee
Spacee's computer vision and AI platforms have the technology and tools you need to empower every consumer's in-store shopping journey with interactive digital experiences and drive supply chain efficiency with robotic automation. Each solution in the platform is scalable, cost-effective, and virtually transparent to any shopper. Deming™ Robotics technology powered by Spacee makes supply chain management and inventory control easier around your entire retail and warehouse space. Get accurate inventory counts in frequent intervals with proprietary computer-vision and A.I. technology that is scalable, cost-effective, and virtually transparent to any shopper. Attract customers, engage them with interactive experiences, and convert them. Build responsive product displays, walls that react, glass that markets for you, and tables that inform customers. -
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Insight Connected Platform
Insight
Connected platform for detection and prevention. Real-time information is critical to preventing the spread of disease. Leverage IoT-enabled devices, machine learning and data analysis to monitor health and safety. Monitoring public health in crowded places — from business offices to theme parks — has become a top priority around the globe. A robust disease prevention strategy is critical to helping create a more protective environment for people and ensuring business continuity. Insight’s Connected Platform for Detection and Prevention is a flexible and scalable platform to help create smarter and safer outcomes in public spaces. Our solution unifies sensor data in a single dashboard and provides real-time health visibility. Leveraging Machine Learning, the customized application can provide notifications and guidance for social interactions that align with your organization’s requirements. -
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Azure Kinect DK
Microsoft
Azure Kinect is a cutting-edge spatial computing developer kit with sophisticated computer vision and speech models, advanced AI sensors, and a range of powerful SDKs that can be connected to Azure AI Services. Using Azure Kinect, manufacturing, retail, healthcare, and media enterprises are leveraging spatial data and context to enhance operational safety, increase performance, improve outcomes, and revolutionize the customer experience. Use computer vision to track and monitor exercise movements and overall form. Create a smart gym experience that can enhance results or an accessible and effective virtual rehabilitation solution. Pair real-time depth sensor data with AI-driven insights. Prevent and mitigate potential patient accidents and injuries in care environments with predictive alerts. 1-MP depth sensor with wide and narrow field-of-view (FOV) options that help you optimize for your application.Starting Price: $399 one-time payment -
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Everseen
Everseen
Improve your customer experience through a holistic view of your entire business process. Track a day in the life of a product from the distribution center to the back of the store, shelf, through to the shopper's bags. Adaptive and orchestrated retail intelligence when and where you need it. Actioning the moments that matter most with customers, associates, and vendors. Everseen's Visual AI™ Platform is a rapid Application Builder integrating existing systems, applications, and sensors and applying AI to identify previously unseen and unmeasurable problems. Everseen Visual AI works across the entire supply chain to reduce shrink and increase perpetual inventory accuracy. Seamless integration to any camera, any device, any system, any sensor on any cloud, on any edge. Build large-scale data, video, and sensor pipelines. Visual AI™ and Data powering human-centric designed AI expert systems. Enterprise-wide problem mapping and linking. -
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Oracle’s Internet of Things (IoT) Intelligent Applications Cloud can provide you with more visibility, insights and efficiencies by capturing sensor data from connected devices using smart manufacturing, connected assets, connected logistics, workplace safety, and connected customer experience. Increase your revenue by using IoT applications to improve efficiency, increase supply chain visibility, and launch new business models. Prevent downtime by using IoT sensor data for real-time visibility and maintenance of machines, vehicles, and other assets. Reduce costs by connecting and monitoring vehicle routes and products in transit. Ensure regulatory compliance and identify causes of incidents, with real-time visibility into workplace environments.
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Senseware
Senseware
Turn-key IoT platform advancing your real-time sensor applications. Senseware’s complete IoT Technology Stack provides modular connectivity for digitization of assets in the physical environment. Senseware’s unified, expandable IoT Platform provides the solution-ready building blocks you need, bypassing the need for any IoT development or prototyping kits. Stay focused up-market on the high-margin application services you envision. You don’t have time to focus down-market on IoT hardware and connectivity. Thankfully, we’ve taken care of the rest and built it for you. Our IoT Platform supports no-code, rapid architecting of your IoT solution without development. Vertically, focused IoT products weren’t built for your unique requirements. Sadly, they represent someone else’s vision of what you should buy. Senseware’s IoT Platform is designed to collect the unique set of real-time data you need to bring life to your vision. -
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OpenCV
OpenCV
OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in commercial products. Being a BSD-licensed product, OpenCV makes it easy for businesses to utilize and modify the code. The library has more than 2500 optimized algorithms, which includes a comprehensive set of both classic and state-of-the-art computer vision and machine learning algorithms. These algorithms can be used to detect and recognize faces, identify objects, classify human actions in videos, track camera movements, track moving objects, extract 3D models of objects, produce 3D point clouds from stereo cameras, and stitch images together to produce a high-resolution image of an entire scene, find similar images from an image database, remove red eyes from images taken using flash, follow eye movements, recognize scenery, etc.Starting Price: Free -
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Unleash live
Unleash
Unleash live is an A.I. video analytics enterprise solution provider. We take a vision from any camera and combine it with computer vision to deliver actionable data in real-time so that your organization has immediate insights to drive down costs, improve productivity, increase accuracy, and improve safety. Support for a wide range of cameras. Connect any combination of IP/CCTV, drone, body cam, mobile or robotic cameras. Live stream in the field and share it with your team while operations are in progress, or upload footage into your account. Apply A. I Apps from our app store to detect, inspect and monitor objects and items of interest or create 2D orthomaps and 3D models. Integrate results into your operational workflow, from live dashboards, to notifications and API integrations. Take the complexity and time out of collaboration. Instantly connect any mix of cameras to share over a live stream with stakeholders and 3rd parties. No plugs-in, no downloads, all in the browser.Starting Price: $99 per month -
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AegisVision
AegisVision AI
AegisVision is an advanced AI-driven computer vision platform that transforms ordinary camera feeds into actionable business intelligence. Designed for enterprise environments, AegisVision uses cutting-edge deep learning and adaptive vision models to automate visual inspection, detect defects, monitor safety compliance, and deliver insights in real time — whether deployed on the cloud or at the edge. With real-time defect detection, AegisVision identifies surface flaws, assembly errors, and anomalies instantly, replacing manual inspection with consistent automated precision. Its self-learning models continually improve performance and adapt to new product types or changing conditions with minimal retraining. -
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Standard Vision OS^
Standard AI
Enabling autonomous checkout for brick & mortar retailers with our modern AI-powered computer vision platform. Just grab and go! Customers can walk in, grab what they need, and leave without waiting in line or stopping to scan and pay. Standard’s computer vision and AI-powered solution is the only one that can be quickly and easily installed in retailers’ existing stores. Standard’s technology is a giant leap forward for retailers who want autonomous checkout, but don’t want to build new stores to get it. Standard doesn't use any facial recognition or other biometrics. All of our deployments are on-premise to ensure maximum performance and security for retailers and their customers. Standard’s solution is camera-first, with no turnstiles or gates. That means simple and quick installs with no disruption to customers or the business. Standard believes good retail is predicated on happy customers having a great experience. -
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FanWide COMPL-AI
FanWide
FanWide COMPL-AI ("comply") provides event health and crowd safety management software designed to help prevent coronavirus (COVID-19) spreading at public facilities and spaces. FanWide COMPL-AI uses your existing security cameras and video management systems (VMS) with artificial intelligence (AI) computer vision to proactively detect and report compliance incidences. FanWide can customize every camera to capture capacity counts in specific areas, detect overcrowding, enforce facemask compliance, measure temperatures or run dozens of other safety, security or guest experience AI Rules. Now you can optimize your business operations while increasing guest safety for a fraction of the cost of hiring additional staff. -
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Temboo Kosmos
Temboo
Kosmos supports open hardware and open data protocols, providing the most flexibility while ensuring the most ease-of-use. You control your data and devices, avoiding proprietary systems and lock-in. No coding or software engineering required. Kosmos writes the application for you, optimizing the device code to minimize power consumption and memory usage. Get advanced warning about problems before they happen and automatic notifications when anomalous sensor events are detected. Collect environmental data with connected sensors—no coding required. -
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Viso Suite
Viso Suite
Viso Suite is the world’s only end-to-end platform for computer vision. It enables teams to rapidly train, create, deploy and manage computer vision applications – without writing code from scratch. Use Viso Suite to deliver industry-leading computer vision and real-time deep learning systems with low-code and automated software infrastructure. The use of traditional development methods, fragmented software tools, and the lack of experienced engineers are costing organizations lots of time and leading to inefficient, low-performing, and expensive computer vision systems. Build and deploy better computer vision applications faster by abstracting and automating the entire lifecycle with Viso Suite, the all-in-one enterprise vision platform. Collect data for computer vision annotation with Viso Suite. Use automated collection capabilities to gather high-quality training data. Control and secure all data collection. Enable continuous data collection to further improve your AI models. -
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Litmus Edge
Litmus
Litmus Edge is a hardware‑agnostic industrial data platform deployed at the edge to connect to virtually any industrial asset. Using a large library of pre‑built drivers, it rapidly ingests data from PLCs, SCADA, MES, historians and sensors, then normalizes and contextualizes that data for analytics and control. The platform delivers real‑time KPIs and dashboards at the edge, supports running analytics and machine‑learning models close to the machines, and publishes ready‑to‑use data to cloud, big‑data and business applications. This gives manufacturers a scalable foundation for smart manufacturing and Industrial IoT programs. Designed for engineers modernizing OT systems: - 250+ drivers - MQTT/Kafka/REST ingestion - Data modeling + transformations - Edge ML/SLM runtime - Container support - Secure cloud connectors - Fleet managementStarting Price: 15000/5k data points/site -
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Vertex AI Vision
Google
Easily build, deploy, and manage computer vision applications with a fully managed, end-to-end application development environment that reduces the time to build computer vision applications from days to minutes at one-tenth the cost of current offerings. Quickly and conveniently ingest real-time video and image streams at a global scale. Easily build computer vision applications using a drag-and-drop interface. Store and search petabytes of data with built-in AI capabilities. Vertex AI Vision includes all the tools needed to manage the life cycle of computer vision applications, across ingestion, analysis, storage, and deployment. Easily connect application output to a data destination, like BigQuery for analytics, or live streaming to drive real-time business actions. Ingest thousands of video streams from across the globe. With a monthly pricing model, enjoy up to one-tenth lower costs than previous offerings.Starting Price: $0.0085 per GB -
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Lumada IIoT
Hitachi
Embed sensors for IoT use cases and enrich sensor data with control system and environment data. Integrate this in real time with enterprise data and deploy predictive algorithms to discover new insights and harvest your data for meaningful use. Use analytics to predict maintenance problems, understand asset utilization, reduce defects and optimize processes. Harness the power of connected devices to deliver remote monitoring and diagnostics services. Employ IoT Analytics to predict safety hazards and comply with regulations to reduce worksite accidents. Lumada Data Integration: Rapidly build and deploy data pipelines at scale. Integrate data from lakes, warehouses and devices, and orchestrate data flows across all environments. By building ecosystems with customers and business partners in various business areas, we can accelerate digital innovation to create new value for a new society. -
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Kazuhm
Kazuhm
The Internet of Things (IoT) is forecast to reach 41B devices that will create over 76ZB of data by 2025. Organizations are deploying IoT programs to improve manufacturing processes and employee safety. Industries from utilities to agriculture to energy to healthcare are improving operations with networks of connected sensors that tell us all kinds of observable and actionable information. But to realize the value of IoT programs, data needs to be processed fast enough to affect decisions in microseconds. And data processing and storage costs need to be low enough for organizations to achieve a positive ROI. Kazuhm is a brand new distributed computing technology that enables IoT data to be processed across IoT networks, on the devices where it is generated, to achieve ultra-low latencies at a lower cost than the cloud or even the edge. -
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Sighthound
Sighthound
Sighthound's AI-Powered video solutions unlock the power of your data, resulting in valuable user insights, reduced operational cost, and increased revenue for the privacy and vehicle recognition space. State-of-the-art deep learning solutions from Sighthound's own computer vision research lab. Patented technology that tops commercial and academic benchmarks. Detect vehicles from static or moving cameras and return the make, model, color, and generation of any vehicle sold from 1991 onwards. Read plates from most countries in the world, reporting the alphanumeric characters and region for US, Canada, and major EU countries. Distinguish between vehicles, trucks, buses, motorbikes, people, bicycles, and license plates and track them throughout a video. -
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Arcas
BigBear.ai
BigBear.ai’s integration of computer vision, predictive analytics, and event alerting technology revolutionizes data analysis at the edge. Leveraging AI and machine learning, our advanced systems sift through vast datasets to uncover insights beyond human reach, effectively eliminating blind spots and augmenting situational awareness. Arcas synthesizes millions of data points to enhance situational awareness and powers predictive forecasts with artificial intelligence and machine learning. It intelligently processes video streams and generates real-time alerts upon detecting anomalies. Through our adaptable analytics framework, Arcas not only monitors past events but also projects future trends, empowering leaders to make informed decisions with confidence. Seamlessly integrate disparate data sources such as sensors and edge devices, unifying them into a universally accessible format. -
41
Arvist AI
Arvist AI
Arvist AI is a computer vision platform that empowers warehouses worldwide to improve shipment quality, enhance worker safety, and achieve compliance by utilizing AI integrated with existing security cameras. It is camera-agnostic, allowing integration with any visual input device, and scales effortlessly across multiple warehousing sites. Arvist automates shipment inspections, reducing OS&D claims and inspection labor costs, while providing visual proof for dispute resolution. It simplifies quality control by detecting labeling errors, verifying expiry dates, and identifying incorrect or damaged shipments. Arvist AI enhances safety and compliance by monitoring for bonded warehouse and customs compliance, forklift and vehicle collisions, food safety compliance, and employee ergonomics and PPE compliance. Arvist installs quickly, delivering critical operational visibility and enhanced safety from day one, and adapts to specific operational needs through continuous learning. -
42
Data Collection Core
IoTSmart
Data Collection Core is an Iotsmart's software that allows to capture data coming in REAL TIME from OPC Servers or any devices and hardware, process and deliver the data for outputting anywhere storage, facilitating the logic to assemble the information coming from all of your devices in one place and distributing to several outputs at the same time. Run the DCC in the cloud / on-premise, on an Azure IoT Edge, AWS IoT Edge or Cloud virtual machine device with a containerized deployed solution. Get reliable data right out of your sensors. Connect smart with OPC UA & HTTPS outputs, plug as many devices as you want with better performance than built in Client solutions. Server redundancy supported for OPC UA, MQTT. Keep in touch with our IoT experts, troubleshooting & personalized customer service. We take care of your digital solution while you take care of your business. The entire solution is delivered through docker images, and could be used to deploy on any cloud like Azure, AWS. -
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mimik edgeEngine
mimik
The hybrid edgeCloud platform enables all smart devices from smartphones to IoT devices to act as a cloud server when plausible. The edgeEngine is a downloadable runtime software that enables smart devices to act as a cloud server when plausible. The engine works on any smart device with any OS across any network and is connected to any cloud. Traditional backend development requires considerable effort and cost to maintain and scale servers. mimik provides a serverless environment for edge microservices for optimal speed and efficiency. Using the edgeEngine, you can add server capability to any smart device with basic computing such as smartphones, PCs, set-top-boxes, residential and loT gateways, game consoles, smart TVs, drones, robots, and cars infotainment systems, industrial sensors, and others. You can build and deploy your own edge microservices or use mimik’s ready and field-tested microservices to implement new solutions or upgrade your legacy applications. -
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Wekinator
Wekinator
The Wekinator is free, open source software. Wekinator 1.0 was originally created in 2009 by Rebecca Fiebrink. In 2015, Rebecca released Wekinator 2.0, an entirely new version with redesigned interactions, new algorithms, and ability to connect easily to dozens of other creative coding tools and sensors. Wekinator 2.0 continues to be gently updated with bug fixes and feature requests. It allows anyone to use machine learning to build new musical instruments, gestural game controllers, computer vision or computer listening systems, and more. The Wekinator allows users to build new interactive systems by demonstrating human actions and computer responses, instead of writing programming code. Create mappings between gesture and computer sounds. Control a drum machine using your webcam! Play Ableton using a Kinect! Control interactive visual environments created in Processing, OpenFrameworks, or Quartz Composer, or game engines like Unity, using gestures sensed from webcam, Kinect, etc. -
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CameraMatics
CameraMatics
CameraMatics is an AI-enabled fleet operations platform that combines video-based safety, telematics, and workflow automation to help organizations manage vehicles, drivers, and operational risk in a single unified system. It uses advanced camera systems and computer vision to provide 360-degree visibility around vehicles, actively monitoring both inside and outside the cab to detect hazards such as pedestrians, cyclists, fatigue, and driver distraction in real time, while delivering in-cab alerts to prevent accidents before they occur. It integrates telematics data such as GPS tracking, vehicle diagnostics, and driving behavior analytics, enabling fleet managers to monitor mileage, fuel usage, idle time, and maintenance needs while optimizing vehicle performance and utilization. CameraMatics also digitizes and automates operational workflows, including vehicle inspections, compliance reporting, routing, and driver communication, reducing paperwork.Starting Price: Free -
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SKY ENGINE AI
SKY ENGINE AI
SKY ENGINE AI is a fully managed 3D Generative AI platform that transforms how enterprises build Vision AI by producing high-quality synthetic data at scale. It replaces difficult, expensive real-world data collection with physics-accurate simulation, multispectrum rendering, and automated ground-truth generation. The platform integrates a synthetic data engine, domain adaptation tools, sensor simulators, and deep learning pipelines into a single environment. Teams can test hypotheses, capture rare edge cases, and iterate datasets rapidly using advanced randomization, GAN post-processing, and 3D generative blueprints. With GPU-integrated development tools, distributed rendering, and full cloud resource management, SKY ENGINE AI eliminates workflow complexity and accelerates AI development. The result is faster model training, significantly lower costs, and highly reliable Vision AI across industries. -
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ESF Edge Computing Platform
Eclipse Kura
Edge Computing enables systems to perform data processing at the edge of the network, near the source of the data. This reduces the communications bandwidth needed between sensors and the central data center by performing analytics and knowledge generation at or near the source of the data. The Internet of Things (IoT) service gateway model, running enterprise-level software stacks and operating on the edge of an IoT deployment as an aggregator and controller, provides the best foundation for Edge Computing solutions. Eurotech’s Everyware Software Framework (ESF) is a commercial, enterprise-ready edition of Eclipse Kura, the open source Java/OSGi Edge Computing Platform for IoT gateways. Distributed and supported by Eurotech, ESF enhances Eclipse Kura with premium features around advanced security, diagnostics, provisioning, remote access and full integration with Everyware Cloud, Eurotech’s IoT Integration Platform. -
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ThingPark Wireless
Actility
The market leading, most complete, powerful and flexible multi-technology LPWA IoT Network platform. Already powering over half of national LoRaWAN network deployments worldwide, ThingPark Wireless is the heart of your IoT network, enabling secure connectivity, data flow and management from sensors to cloud applications. ThingPark Wireless is modular, and scales easily, enabling Service Providers to monetize connectivity and accelerate the adoption of IoT solutions across multiple industries. Horizontally-scalable core network architecture supporting up to 150K packets/second (up to 1.2 billion devices) and up to 10 million gateways per cluster. Full set of back-office applications to support onboarding/management of devices, gateways and applications. Multi-layer end-to-end security to route sensor data to application servers. Best-in-class MAC efficiency to optimize network capacity and battery lifetime. -
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RoboRealm
RoboRealm
RoboRealm is a Windows-based machine vision software designed to simplify vision programming and enable rapid prototyping with advanced modules. It features an intuitive GUI requiring no or low code, making it accessible for both casual users and serious robotic scientists. It supports hundreds of image processing modules and is camera agnostic, allowing for flexibility in hardware choices. Users can experience real-time parameter changes, and the software includes a fully supported server API for integration with other systems. RoboRealm accommodates multiple image sources and offers various output interfaces, including file, web, FTP, and email. Its plugin framework allows for the development of custom modules, and an active online community provides expert assistance. It enables the combination of modules through an easy-to-use pipeline to create tailored solutions for tasks such as surface defect detection, measurement, counting, detection, etc.Starting Price: $25 per month -
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Cloudastructure
Cloudastructure
Enables a live unified view of multiple sites from any device and history up to 10x faster than on-premises systems. The first cloud-native video surveillance platform with AI and computer vision analytics for better and more cost-effective enterprise security. Eliminates security risks, no video or data is stored or accessed on the network. Significantly reduce IT server management and maintenance costs versus on-premises or hybrid systems. Simplifies site management and provides centralized administration. Scales to an unlimited number of locations and cameras. Cloud video surveillance systems are easy to manage, use and install. The user-friendly interface makes set-up a breeze. No special technical skills are required. Advanced vehicle and people detection, counting, classification, license plate recognition, wrong-way detection, etc. Search by social distance violation, know how many people are in space and their physical distance.
