Connected operations platform for fleet telematics, safety, and equipment visibility
Fleet & LogisticsVisibility & Tracking
Cloud connected operations platform for fleet telematics, video safety, equipment tracking, and workforce workflows. Samsara provides GPS tracking, ELD compliance, maintenance data, APIs, webhooks, and a large integration ecosystem for logistics and field operations.
Universal industrial automation platform for SCADA, IIoT, and MES with unlimited licensing
SCADA & HMI
Ignition is a modular, web-based industrial automation platform that combines SCADA, IIoT, MES, and HMI capabilities with unlimited licensing. Built on open standards like OPC UA, MQTT, and SQL, it enables rapid development and deployment of industrial applications across enterprises of any size.
Time-series database and data historian designed for Industrial IoT workloads
Time-Series Databases
Open-source time-series database with built-in stream processing and AI analytics. Designed for high-cardinality industrial sensor data with edge-to-cloud deployment.
Scalable MQTT broker supporting 100M+ connections with 50+ integrations for IoT
Message Brokers & Streaming
EMQX is a unified MQTT platform that connects, processes, and streams data from millions of IoT devices to cloud, AI, and analytics systems. It supports 100M+ concurrent connections per cluster with sub-millisecond latency.
Open-source data collection agent with 300+ plugins for metrics, logs, and IoT data
Data Integration & ETL
Plugin-driven agent written in Go for collecting, processing, and writing metrics, logs, and sensor data. Part of the InfluxData stack with 300+ input plugins covering system metrics, databases, IoT protocols, and cloud services.
Enterprise Kafka distribution with ksqlDB, Schema Registry, and 120+ connectors
Message Brokers & Streaming
Confluent Platform is the enterprise distribution of Apache Kafka, adding ksqlDB for SQL stream processing, Schema Registry for data governance, 120+ Kafka Connect connectors, and enterprise security features including RBAC and audit logging.
Self-service IIoT toolbox for connecting, analyzing, and exploring industrial data streams
Predictive Analytics
Apache StreamPipes is an end-to-end Industrial IoT toolbox from the Apache Software Foundation that enables non-technical users to connect, analyze, and explore IoT data streams through a visual pipeline editor.
Open-source manufacturing data infrastructure platform
IoT PlatformsUnified Namespace
United Manufacturing Hub is an open-source industrial data management platform that builds a Unified Namespace by integrating shop-floor connectivity, message brokerage, and time-series storage into a single Kubernetes-native deployment.
