Top 10 Alternatives to Dataflow Complier Recently Reviewed By G2 Community
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Particle offers a suite of hardware and software tools to help you prototype, scale, and manage your Internet of Things products.
Userful Infinity is a software-defined workplace operations and observability platform that unifies real-time data aggregation and distribution across enterprise environments. Designed for mission-critical operations, it supports on-prem, private cloud, and air-gapped deployments using non-proprietary hardware. Infinity includes integrated applications for control rooms, dashboards, operator workstations, digital signage, and collaboration rooms—enabling faster decision-making and streamlined operations. With native integrations for tools like Power BI, Tableau, and Epic, it supports secure, centralized management through IT-standard protocols and role-based access. Userful accelerates digital transformation with a unified platform of workplace operations applications. Built on IT standards, the software-defined Infinity platform is centrally managed, scalable, secure and future-proof - delivering real-time data, collaboration, and operational control. Headquartered in Austin, Texas and Calgary, Alberta, Userful supports customers in more than 100 countries.
AWS Greengrass is software designed to let users run local compute, messaging, data caching, and sync capabilities for connected devices in a secure way.
Gravio is an Edge Integration Platform connecting sensors, artificial intelligence, machine learning to software APIs. Gravio is built for companies that are looking to build IoT and connected infrastructure without relying on a cloud service. Other than most IoT platforms, Gravio works at the Edge and combines hardware sensors (Zigbee sensors such as buttons, motion detectors, distance meters, temperature, humidity etc.) as well as software sensors (cameras, AI).
Azure IoT Edge is a fully managed service that delivers cloud intelligence locally and makes hybrid cloud and Internet of Things (IoT) solutions a reality.
Manage and Control Devices from a Central, Secure Platform
Edge Impulse streamlines the creation of AI & machine learning models for edge hardware, allowing devices to make decisions and offer insight where data is gathered. Edge Impulse’s technology empowers developers to bring AI products to market & helps enterprise teams develop production-ready solutions in weeks instead of years. Powerful automations make it easier to build datasets & develop advanced AI for edge devices from MCUs to GPUs. Used by companies like Tunstall, Know Labs, Oura, TKE and Lexmark, as well as top silicon and 100,000+ developers, Edge Impulse has become the trusted ML platform for enterprises and developers alike.
IBM Edge Computing is an advanced platform supporting real-time AI, 5G and IoT applications. Deploy and remotely manage these applications more securely — on edge devices, servers and gateways across hybrid, multicloud environments. Unlock joint value spanning telecommunication providers and enterprises.
Balena is a complete set of tools for building, deploying, and managing fleets of connected Linux devices.
PolarGrid’s edge computing solutions are purpose-built for real-time AI applications. By leveraging NVIDIA’s suite of GPUs and a distributed, low-latency network, we deliver scalable, high-performance compute power that allows real-time inference to thrive.