Browse every tool in the Unicorn Factories directory — Industry 4.0 and 5.0 software, platforms, and open-source projects filtered by category, industry, capability, or department.
Open-source inventory management system for self-hosted stock, storage, and workflow tracking. It uses a core API, Base Station frontend, and plugins to support deployments from single-host setups to Raspberry Pi hardware.
Open-source employee operations and HR platform for SMB teams
Communication & Knowledge
+2 more
Open-source employee operations platform for small and midsize businesses. It combines recruiting, employee records, time tracking, internal communication, and one-on-ones in one Laravel application.
Self-hosted kanban project management software with a JSON-RPC API
Project Management
Open-source kanban project management software for self-hosted teams. Kanboard combines drag-and-drop boards, workflow automation, plugin hooks, and a JSON-RPC API in a minimalist PHP application.
Open-source low-code Python library for end-to-end machine learning workflows
Predictive Analytics
Open-source low-code machine learning library for Python. It wraps common training, comparison, tuning, deployment, and drift-check workflows for tabular, time-series, clustering, and anomaly-detection use cases.
Open-source double-entry accounting and ERP with inventory for SMBs
ERP & Business Suites
LedgerSMB is a web-based double-entry accounting system and ERP that handles invoicing, inventory management, purchasing, and light manufacturing. Built on PostgreSQL with 45+ language translations.
Collaborative intranet and document management platform for Microsoft 365
Communication & Knowledge
Microsoft 365 intranet and document management platform for internal sites, libraries, and organizational content. Teams use SharePoint to publish portals, manage governed files, and expose content through Microsoft Graph and related Microsoft 365 services.
Open-source IT asset and license management system
Procurement & Vendor Management
Open-source IT asset management software for tracking hardware, software licenses, accessories, components, and consumables. It supports self-hosted and vendor-hosted deployment, barcode-based audits, and a documented REST API for integrations.
Cloud platform for assured integrated reporting across finance, risk, and ESG
Business ReportingESG Reporting
Enterprise SaaS platform that unifies financial reporting, ESG/sustainability disclosures, audit, and risk management. Features AI-powered automation, 70+ data connectors, and support for CSRD, ISSB, GRI, and other frameworks.
Industrial servo drive family with multi-protocol connectivity for motion control
Motion Control & Drives
Commercial servo drive platform supporting rotary and linear motion control with EtherCAT, EtherNet/IP, PROFINET, and CANopen connectivity. Features WorkBench GUI for commissioning and integrates with Kollmorgen Automation Suite for multi-axis systems.
HR and payroll outsourcing platform for small to medium-sized businesses.
HR & Workforce
Paychex provides cloud-based HR, payroll, and benefits administration services for businesses of all sizes. The platform includes payroll processing, talent management, time tracking, and compliance support.
Cloud-based human capital management suite for midsize businesses
HR & Workforce
Cloud-based human capital management suite combining payroll, benefits, time tracking, and talent management. Serves 50-999+ employee organizations with integrated compliance and analytics.
Open-source image, video, and 3D annotation platform for computer vision teams
Computer Vision
Open-source data annotation platform for computer vision datasets. CVAT supports image, video, and 3D labeling workflows, team review, REST API automation, and self-hosted or managed deployment.
Cloud CRM platform for sales, service, marketing, and partner ecosystems
CRM & Sales
Enterprise customer relationship management platform for sales, service, marketing, analytics, and partner workflows. Salesforce combines configurable business apps, AppExchange extensions, and APIs for customer operations across large organizations.
Team messaging and workflow collaboration platform
Communication & Knowledge
Business communication platform for channel-based messaging, huddles, workflow automation, and app integrations. Slack is used across internal teams and external partner workflows, with enterprise controls for search, identity, and compliance.
Open-source virtual PackML line simulator over MQTT and Sparkplug B
Simulation & Modeling
Open-source manufacturing line simulator for PackML messaging over MQTT. It emulates PackML state transitions, commands, counters, and machine-speed telemetry for testing industrial data pipelines and SCADA integrations.
Open-source robotics simulator for physics-based design and testing
Robotics & CobotsSimulation & Modeling
Open-source robotics simulator for modeling robots, sensors, and environments with pluggable physics and rendering engines. It is widely used for virtual prototyping, algorithm testing, and ROS 2 simulation workflows.
Robotics simulation platform on NVIDIA Omniverse for AI-driven robot development
Digital TwinsSimulation & Modeling
GPU-accelerated robotics simulator for building, testing, and training robots in OpenUSD-based virtual environments. It supports ROS 2, MJCF and URDF import, synthetic data generation, and digital twin workflows.
Open-source physics engine for articulated dynamics and contact simulation
Robotics & CobotsSimulation & Modeling
Open-source physics engine for robotics and scientific simulation. It is used for contact-rich dynamics, control research, reinforcement learning, and virtual testing of articulated systems.
Fleet telematics and safety software for commercial vehicles and equipment
Fleet & Logistics
Commercial fleet management software for GPS tracking, driver safety, asset tracking, and compliance workflows. Azuga combines telematics hardware, mobile apps, dashcams, and a developer API for service, logistics, and field fleets.
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.
Open-source desktop robot simulator for modeling and testing robots
Robotics & CobotsSimulation & Modeling
Open-source robot simulation platform for modeling, programming, and testing robots, vehicles, and mechanical systems. Webots supports multi-platform desktop deployment, ROS and MATLAB workflows, and browser streaming for shared simulations.
Open-source C++ behavior tree framework for robot task planning
Robotics & Cobots
Open-source C++ behavior tree framework for robot task planning and execution. It separates runtime tree logic from node implementations, with ROS 2 wrappers and Groot-based debugging for robotics workflows.
AI-first customer service platform with helpdesk, messaging, and support agents
Conversational AI & ChatbotsCRM & Sales
Commercial customer service platform with helpdesk, omnichannel messaging, knowledge base, and AI support agents. Intercom combines ticketing, outbound messaging, reporting, and developer APIs for web and mobile support workflows.
Open-source data labeling platform for multimodal ML and LLM workflows
Computer VisionML Platforms & MLOps
Open-source data labeling platform for multimodal machine learning workflows. Label Studio supports annotation for text, images, audio, video, time series, and LLM evaluation tasks with API, SDK, and storage integrations.
Open-source visual AI dataset curation and evaluation platform
Computer VisionML Platforms & MLOps
Open-source computer vision data curation and model evaluation platform. It helps teams inspect multimodal datasets, manage annotation workflows, and analyze model behavior through a Python-native interface and visual app.
Open-source dataset management framework for computer vision data pipelines
Computer Vision
Open-source dataset management framework for computer vision datasets. Datumaro provides Python and CLI workflows for converting, validating, merging, filtering, and analyzing labeled data across many annotation formats.
Conversational commerce and helpdesk software for ecommerce brands. Gorgias centralizes support channels, Shopify order actions, and AI-assisted workflows for customer service and revenue-focused conversations.
Fleet card and expense management platform for fuel, field, and office spend
Fleet & Logistics
Fleet card and expense management platform for businesses with vehicle operations. Coast combines fuel cards, corporate cards, receipt capture, and spend controls in one system for fleet, field, and back-office purchases.
Cyber asset intelligence platform for IT and OT asset discovery and inventory management
Regulatory & Traceability
IT asset discovery and inventory management platform that scans networks to discover hardware, software, and cloud assets across IT, OT, and IoT environments. Provides automated asset classification, vulnerability insights, and compliance tracking with integrations to ITSM and security tools.
Open-source web-based inventory management system for electronic components
Warehouse & Logistics
Part-DB is an open-source inventory management system for electronic components. Designed for hobbyists and small companies, it provides multi-location stock tracking, barcode support, and KiCad EDA integration.
AI-powered connected worker platform combining AR with machine learning for frontline work
Connected Worker
Augmentir is an AI-native connected worker platform that combines enterprise augmented reality with machine learning to deliver intelligent guidance for industrial frontline workers. The platform digitizes work instructions, enables remote assistance, and uses AI to personalize training and support.