Cross-Industry

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.

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 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.

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.

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.

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 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 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.

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.

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 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.

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 machine learning workflows. Label Studio supports annotation for text, images, audio, video, time series, and LLM evaluation tasks with API, SDK, and storage integrations.

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.

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.

Visual analytics platform that enables users to connect, visualize, and share data through interactive dashboards. Acquired by Salesforce in 2019.

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.

Cloud-based GPS tracking platform providing real-time vehicle location, driver behavior monitoring, AI-powered dash cams, and asset tracking for fleets of all sizes.

Open-source customer support platform that provides live chat, email support, and omnichannel messaging. Built with Ruby on Rails and Vue.js, it offers self-hosted and cloud deployment options.

Cybersecurity asset management and exposure management platform that provides agentless discovery, classification, and risk assessment for managed and unmanaged devices across IT, OT, IoT, and medical device environments.

BambooHR is a cloud-based human resources management platform that centralizes employee data, payroll, time tracking, and benefits administration. It serves over 34,000 businesses across 150+ countries with a focus on ease of use.

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 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 hyperconverged infrastructure software for bare-metal Kubernetes and virtual machine workloads. Harvester combines virtualization, distributed storage, and infrastructure management for datacenter and edge deployments.

Open-source edge computing platform that extends upstream Kubernetes to distributed edge sites. It adds edge autonomy, cross-node-pool networking, and EdgeX Foundry integration while preserving native Kubernetes APIs.

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.

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 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.

Open-source communication protocol that blends pub/sub messaging with geo-distributed storage and query capabilities. Designed for edge-to-cloud scenarios with minimal wire overhead.

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.

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.

Malcolm combines packet capture, IDS, and protocol analysis into a single Docker Compose stack with prebuilt dashboards for OT network forensics.

Suricata inspects network traffic at wire speed, matching against rule sets for 20+ protocols including MQTT, Modbus, and DNP3.

Purpose-built time-series database optimized for high-speed ingestion and querying of timestamped data. InfluxDB 3, rewritten in Rust on Apache Arrow and Parquet, supports SQL and InfluxQL natively with unlimited cardinality.

General-purpose IoT platform that handles device connectivity, data collection, rule-based processing, and visualization across MQTT, CoAP, HTTP, LwM2M, and SNMP. Supports multi-tenancy out of the box, making it popular with IoT service providers and enterprises managing thousands of devices.