Observability and visualization platform for robotics and Physical AI
Dashboards & ObservabilityRobotics & Cobots
Cloud and desktop platform for collecting, analyzing, and visualizing multimodal robotics data. Supports ROS 1, ROS 2, and MCAP formats with 20+ customizable panels.
Real-time SLAM library for 2D and 3D mapping in robotics
Robotics & Cobots
Open-source C++ library providing real-time simultaneous localization and mapping (SLAM) for robots and autonomous systems. Supports multiple sensor configurations including LiDAR, IMU, and odometry.
Enterprise source-available PLM platform with digital twin capabilities
PLM & Product Lifecycle
Aras Innovator is an enterprise product lifecycle management (PLM) suite built on Microsoft .NET and SQL Server. A platform for building open and adaptable PLM and digital thread solutions.
Enterprise PLM software for product lifecycle management from concept to retirement.
PLM & Product Lifecycle
Siemens Teamcenter is a comprehensive product lifecycle management (PLM) platform that connects people and processes across the product lifecycle. It provides a single source of product information for requirements management, engineering design, manufacturing planning, and service lifecycle support
HMI/SCADA software for edge devices and embedded systems, from panel PCs to Raspberry Pi
SCADA & HMI
Cross-platform HMI/SCADA development environment for creating applications that deploy to Windows, Windows Embedded, and Linux edge devices. Formerly InduSoft Web Studio.
Cloud-based eQMS for life sciences with AI-powered compliance intelligence
Quality ManagementRegulatory & Traceability
Electronic quality management system for medical devices, pharmaceuticals, and biotech. Automates gap analysis across FDA, ISO, and EMA standards with cross-mapped evidence reuse.
Enterprise PLM platform for product lifecycle management and digital thread
PLM & Product Lifecycle
PTC Windchill is an enterprise PLM platform providing BOM management, engineering change control, manufacturing process management, and supply chain collaboration with SAP ERP integration.
Medical device QMS and clinical data capture software for FDA compliance
Quality ManagementRegulatory & Traceability
Cloud-based electronic quality management system (eQMS) purpose-built for medical device companies. Manages design controls, risk management, CAPA, document control, and clinical data capture with built-in FDA 21 CFR Part 11 compliance.
Cross-platform inference and training accelerator for machine learning models.
AI InfrastructureML Platforms & MLOps
Open-source runtime for ONNX models with hardware-specific optimizations for CPUs, GPUs, and edge devices. Supports inferencing and training across multiple ML frameworks.
No-code platform for production floor apps, digital workflows, and MES solutions
Manufacturing Execution
Tulip is a composable no-code platform enabling manufacturers to build production floor apps, digital workflows, and MES solutions with native AI, real-time connectivity, and GxP compliance for discrete, pharma, medical device, and aerospace industries.
Lightweight Kubernetes distribution for IoT, edge, and resource-constrained environments
Edge Computing
K3s is a CNCF-certified Kubernetes distribution packaged as a single binary under 70MB. Built by SUSE (formerly Rancher Labs), it runs on ARM64, ARMv7, and x86_64, making it ideal for edge computing, IoT gateways, and factory-floor deployments.
Open-source demand forecasting and advanced production planning for manufacturers
Demand Planning & Forecasting
FrePPLe is an open-source supply chain planning platform that helps manufacturing companies move beyond spreadsheet-based planning. It provides AI-driven demand forecasting, inventory optimization, and finite-capacity production scheduling.
Open-source parametric 3D CAD modeler for mechanical engineering and product design
CAD, CAM & CAE
Open-source parametric 3D CAD modeler built on OpenCASCADE. Supports mechanical engineering, architecture, and product design with extensive file format compatibility.
Open-source motion planning framework for ROS with manipulation, kinematics, and 3D感知
Robotics & Cobots
Open-source C++ motion planning framework for ROS robots. Provides trajectory generation, inverse kinematics, collision checking, and manipulation capabilities for research and commercial applications.
Cloud-native CAD and PDM platform with real-time collaboration for product development
CAD, CAM & CAEPLM & Product Lifecycle
Cloud-native CAD platform combining 3D modeling, built-in PDM, and real-time collaboration tools. Runs entirely in the browser with no installations required.
Script-based 3D CAD modeler for programmatic solid geometry
CAD, CAM & CAE
OpenSCAD creates solid 3D CAD models through a declarative scripting language. It uses constructive solid geometry and parametric modeling for precise mechanical designs, particularly popular in 3D printing workflows.
Open-source web interface for controlling consumer 3D printers
Additive Manufacturing
Open-source 3D printer host software that provides a web interface for remote control, monitoring, and job management. Supports plugin ecosystem with 400+ extensions.
Open-source 3D printing slicer with 400+ customizable settings for preparing models
Additive Manufacturing
Desktop slicing application that converts 3D models into G-code for FDM printers. Features intent profiles, material marketplace, and enterprise deployment options.
Open-source SCADA platform for industrial automation with unlimited tags
SCADA & HMI
Open-source industrial automation platform for building SCADA and MES systems. Supports unlimited data points with no expiration, runs on Windows and Linux, and includes web-based HMI, redundancy, and multiple protocol drivers.
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.
Cloud-native secrets manager for development teams
Identity & Access Management
Cloud-native secrets management platform that centralizes API keys, database credentials, and configuration across environments. Features automated secret rotation, fine-grained access controls, and native integrations with major cloud providers and CI/CD pipelines.
Open-source interactive computing platform for computational notebooks
ML Platforms & MLOps
Web-based notebook environment that combines live code, equations, narrative text, and rich output. Supports 40+ programming languages with modular architecture for data science and scientific computing.
Enterprise secrets management tool that secures, stores, and controls access to tokens, passwords, certificates, and encryption keys via UI, CLI, or HTTP API.
Open-source machine learning framework for building and deploying ML models
AI InfrastructureML Platforms & MLOps
An end-to-end open-source platform for machine learning with comprehensive tools, libraries, and community resources for building and deploying ML-powered applications.
Open-source deep learning framework with dynamic computation graphs
ML Platforms & MLOps
Open-source machine learning framework developed by Meta and hosted by the Linux Foundation. Provides tensors and dynamic neural networks with strong GPU acceleration.
Enterprise operations management suite for MES, quality, planning, and analytics
Manufacturing Execution
Siemens Opcenter is an enterprise manufacturing operations management (MOM) portfolio spanning MES, QMS, advanced planning and scheduling, and manufacturing intelligence. It connects PLM to shop-floor automation across discrete, process, and regulated industries.
No-code workflow automation connecting 8,000+ apps and AI agents
Data Integration & ETL
Zapier is a cloud-based no-code automation platform that connects over 8,000 apps via trigger-action workflows ("Zaps"), enabling non-technical users to automate data movement and business processes without writing code.
Open-source secrets management with policy-as-code RBAC for DevOps and cloud-native apps
Identity & Access Management
Open-source secrets management platform that secures non-human access across tools, applications, containers, and cloud environments using policy-based RBAC.
Managed secrets storage and rotation service for credentials, API keys, and tokens
Identity & Access Management
AWS-managed service that encrypts, stores, and rotates database credentials, API keys, and other secrets throughout their lifecycle. Integrates with IAM for access control and supports automatic rotation via Lambda functions.
Open-source secrets and encryption management system for sensitive data
Identity & Access Management
Open-source identity-based secrets manager that stores, manages, and distributes API keys, passwords, and certificates. Forked from HashiCorp Vault under the Linux Foundation.
Open-source toolkit for optimizing and deploying AI inference on Intel hardware
AI Infrastructure
+2 more
Open-source toolkit that accelerates AI inference with lower latency and higher throughput while maintaining accuracy. Supports computer vision, LLMs, and generative AI models from TensorFlow, PyTorch, and ONNX.
Open-source edge platform for industrial and IoT interoperability
Edge ComputingIoT Platforms
Open-source edge computing platform for connecting devices, normalizing data, and routing it to enterprise or cloud applications. EdgeX Foundry uses a modular microservices architecture with device, core, application, and security services.