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.
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
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.
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.
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.
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.
Enterprise secrets management tool that secures, stores, and controls access to tokens, passwords, certificates, and encryption keys via UI, CLI, or HTTP API.
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 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.
Open-source Kubernetes management platform for provisioning, securing, and operating multiple clusters across datacenters, clouds, and edge sites. Rancher supports Rancher-managed distributions such as RKE2 and K3s plus imported or hosted clusters including EKS, AKS, and GKE.
Enterprise integration and automation with low-code workflows
Data Integration & ETL
Workato is a cloud-based enterprise integration and automation platform for connecting SaaS, on-prem, API, and AI systems through low-code workflows, event streams, and MCP servers.
Quote-to-cash ERP for custom job shops and make-to-order manufacturers
Manufacturing Execution
JobBOSS² is a cloud-based shop management ERP for job shops and make-to-order manufacturers, covering quoting, scheduling, inventory, job costing, and quality in one platform. Formerly E2 Shop System, developed by ECi Software Solutions.
Open-core ERP with integrated MRP, MES, quality, and maintenance for manufacturers
ERP & Business SuitesManufacturing Execution
Odoo is an open-core ERP suite whose manufacturing modules cover MRP, shop-floor MES, PLM, quality control, and maintenance — sharing one database with inventory, sales, and accounting.
Cloud-native MES connecting SAP S/4HANA to shop floor operations across global plants
Manufacturing Execution
Enterprise MES and manufacturing operations platform built on SAP BTP. Covers shop floor execution, real-time OEE analytics, and machine connectivity for discrete, process, and batch manufacturing.
Open-source Kubernetes extension for managing containerized workloads at edge nodes
Edge Computing
Open-source Kubernetes extension for multi-site edge environments, providing edge autonomy, distributed health monitoring, and ServiceGroup workload orchestration. A CNCF sandbox project initiated by Tencent Cloud and co-launched with Intel, VMware, and Meituan.
Self-hostable workflow automation platform with 1,500+ integrations and native AI support
Data Integration & ETL
Open-core workflow automation platform that combines a visual node editor with full JavaScript/Python code steps, built for technical teams who need self-hosted control. Supports MQTT, webhooks, REST APIs, and 1,500+ connectors including AI models and industrial data sources.
Enterprise MCP platform with deterministic guardrails for secure AI agent deployment
Agent & MCP Tooling
Open-source enterprise AI platform providing MCP registry, gateway, and orchestration with security guardrails to prevent data exfiltration and prompt injection attacks.
Kubernetes-native edge computing framework extending container orchestration to edge
Edge Computing
Open-source CNCF-graduated project that extends Kubernetes APIs to edge computing environments. Enables containerized application deployment and device management across cloud-edge infrastructure with ~70MB memory footprint.
Open-source ERP, MES, and QMS platform for complex manufacturing
ERP & Business SuitesManufacturing Execution
Carbon is an open-source manufacturing system combining ERP, MES, and QMS into a unified, API-first platform. Built for complex assembly, contract manufacturing, and configure-to-order workflows.
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.
Open-source column-oriented database for real-time analytics on large datasets
Time-Series Databases
ClickHouse is an open-source column-oriented database management system designed for real-time analytics using SQL queries. Delivers high-performance query processing at petabyte scale.
Native time-series database for IoT and industrial applications with edge-cloud sync
Time-Series Databases
Apache IoTDB is a native time-series database optimized for IoT and industrial applications. Features edge-cloud synchronization and SQL-like query interface.
Open-source monitoring system with dimensional data model and PromQL
Dashboards & Observability
Prometheus is an open-source systems monitoring and alerting toolkit built at SoundCloud. It features a multi-dimensional data model, a flexible query language (PromQL), autonomous single-node operation, and extensive integrations with cloud-native environments.
Visual dataflow platform for automating data movement with provenance tracking
Data Integration & ETL
Apache NiFi is an open-source visual dataflow platform for automating data movement between systems. It provides guaranteed delivery, data provenance tracking, and a browser-based drag-and-drop UI for designing processing pipelines.