Best Industrial AI Software in Germany

HiveMQ is the Industrial AI Platform helping enterprises move from connected devices to intelligent operations. Built on the MQTT standard and a distributed edge-to-cloud architecture, HiveMQ connects and governs industrial data in real time, enabling organizations to act with intelligence. With proven reliability, scalability, and interoperability, HiveMQ provides the foundation industrial companies need to operationalize AI, powering the next generation of intelligent industry. Global leaders including Audi, BMW, Eli Lilly, Liberty Global, Mercedes-Benz, and Siemens trust HiveMQ to run their most mission-critical operations.

FlowFuse is an industrial application software built on Node-RED that lets teams connect machines and protocols, collect and model data, and operate applications at scale while adding AI-powered assistance to accelerate development and deployment. It extends the intuitive low-code, visual programming environment of Node-RED with enterprise-grade features such as secure communication with devices, robust operational management, centralized remote deployment, team collaboration, and comprehensive security controls. FlowFuse includes interactive, responsive dashboards, AI-assisted flow creation and enhancement, and tools for transforming raw data into structured models using natural language prompts. It also adds support for DevOps-style pipelines to manage staged environments and version control, remote fleet management through a device agent, and advanced observability to monitor performance across instances.

Endel Digital’s TruePILOT is a unified plant intelligence platform that integrates weighbridge software with critical production systems to provide complete operational visibility. It enables real-time monitoring, process consistency, and better decision-making to maximize plant efficiency. With features such as SCADA integration, ERP synchronization, machine communication, and IIoT connectivity, TruePILOT transforms traditional plant operations into smart, automated environments. The platform also leverages AI-driven trend analysis for predictive insights and cloud-based reporting for executive-level visibility. Complementary products like LabMAST, FleetAI, GateONE, and ManuFACT further enhance plant performance by digitizing quality testing, material dispatch, gate management, and batch processing. Trusted by leading industries such as manufacturing, mining, cement, and steel, Endel Digital provides end-to-end solutions that streamline and secure production environments.

AUTOSOL’s software platform is designed to unify industrial data communications by securely collecting, accessing, and sharing real-time, historical, and edge data from industrial devices and control systems into a centralized, actionable information stream. The core is AUTOSOL Communication Manager, an advanced multi-protocol polling engine and OPC server that connects with diverse field devices (RTUs, PLCs, meters) in their native protocols and delivers standardized data to SCADA systems, HMIs, databases, and analytics tools for operational visibility and control. It supports multiple telemetry types concurrently and bridges legacy systems with modern IIoT devices, enabling organizations to extend the life of existing infrastructure while adopting new technologies for enhanced performance.

Jidoka, a principle that advocates “intelligent automation”, is at the heart of our products where we combine artificial intelligence with industry automation to deliver cutting-edge solutions. Jidoka Technologies is in the field of industrial automation, delivering cutting-edge engineering solutions to a diverse range of problems. Specialize in combining our expertise in the areas of manufacturing, machine vision, deep learning and software, to deliver unique solutions for automation. We specialize in automating the detection of visual defects, a process that is highly subjective by nature across industries. Experience the most comprehensive solution on your road to achieving Jidoka. We teach machines to learn by example. Ability to teach the variations in the visual nature of the components and defects & to handle drifts in the processes. Getting the perfect imaging for any application and using image processing techniques to best augment AI is at the core of our solutions.

The Industrial AI platform with a data science-first approach. Our applications are built on top of our industrial AI and IoT platform. We put powerful AI and machine learning algorithms to work using our pre-trained data science models and industry-specific content to turn mountains of data into actionable insights. Talpacortex is a reliable positioning and data processing device for industrial applications with multiple options. It can be easily installed and connected to various types of vehicles and industrial systems. Talpacortex is equipped with a GNSS module expandable to RTK if a fixed base is available. 3G/4G or WLAN connections are used for data transfer. Machine-to-machine (M2M) functionality is available on demand. An integrated processing unit allows uncomplicated web-based management over the service interface. Multiple CAN bus interfaces make machine integration including embedded sensors and retrofit quick and easy.

ControlRooms.ai is the new standard for troubleshooting. Pre-set limits create alarm storms, and needle-in haystack search takes hours. Operators have a lead time to take corrective action. Integrates with your existing workflows and communication tools. Easy setup, quick, secure configuration, and provisioning. Get a few systems up and running, and scale at your pace. 24/7 coverage, real-time monitoring, and cross-platform push notifications. Automated morning reports and streamlined shift changes. Leverages OPC-UA standards to easily integrate with existing systems. OPC-UA server in DMZ maintains separation from operational systems and has one-way communications via MQTT to the Azure cloud. Credentials are stored in encrypted vaults and rotated periodically. System auto-scales no matter the number of tags or sample rate. OT data is 100% isolated on dedicated data pipelines and databases. ControlRooms.ai is the first major industrial software breakthrough in decades.

AI-powered smart manufacturing platform. Connect your people, assets, and processes to make your operations smarter with predictive and generative AI. Seamlessly connect people, assets, and systems in one ecosystem for reliable execution, high-speed automation, and anticipation of events. Next-generation predictive and generative intelligence are built into SymphonyAI solutions to reduce machine faults, cut downtime, decrease maintenance budgets, improve energy efficiency, and optimize plant performance. SymphonyAI’s Smart Manufacturing platform translates data into actionable insights, giving you comprehensive, real-time visibility into business and plant operations with predictive intelligence spanning from individual components to entire enterprises

ThinkIQ’s innovative use of vision technology and AI reveals blind spots like no one else. ThinkIQ’s intuitive Semantic Model and Material Ledger allow raw supplier data to be standardized, contextualized, and actually useful, from component-to-delivery. ThinkIQ’s NextGen Historian tracks data over time. With AI analysis, this reveals hidden patterns that provide even more useful insights. ThinkIQ’s 5-step process allows nearly any manufacturer to travel the route to Industry 4.0 Smart Manufacturing, with gains at every stage. ThinkIQ has a proven record with global brands and is leading the establishment of Smart Manufacturing standards. Its platform leads to increased productivity, sustainability, and safety for manufacturers.

Symbotic is a revolutionary warehouse automation system that reinvents the supply chain with an end-to-end, AI-powered robotic platform. It integrates a fleet of autonomous mobile robots and robotic arms equipped with advanced vision and sensing capabilities, enabling them to build optimized mixed-case pallets with relentless efficiency and industry-leading speed and density. The modular design allows for easy scaling and retrofitting into existing warehouses, maximizing flexibility in sizing and scaling. Symbotic's high-density storage structure and distributed storage algorithm maximize the use of space, increase capacity, and enable industry-leading product storage and retrieval speed. The AI-powered software seamlessly orchestrates hundreds of autonomous robots, managing the entire end-to-end system from case digitization and complex bot routing to sequencing, planning, and building the perfect mixed-SKU pallet.

Honeywell Intelligrated offers a comprehensive suite of warehouse automation solutions designed to optimize distribution and fulfillment operations. Our offerings encompass advanced material handling equipment, including conveyor systems, sortation solutions, and palletizing/de-palletizing technologies, all integrated with intelligent software platforms like the Momentum Warehouse Execution System (WES). Momentum WES orchestrates nearly every aspect of automated warehouse execution, from inbound and outbound logistics to inventory control and labor management, providing real-time decision-making capabilities and seamless scalability. Honeywell's Automated Storage and Retrieval Systems (AS/RS) enhance throughput and maximize warehouse capacity, utilizing AI and machine learning algorithms for dynamic decision-making and optimal system automation.

Imubit’s AI platform delivers real-time, closed-loop process optimization for heavy-process industries by combining a dynamic process simulator, reinforcement-learning neural controller, and performance dashboards. The dynamic simulator is trained on years of historical plant data and guided by first principles to build a virtual model of the true process, enabling what-if simulation of variable relationships, constraint changes, and operating strategy shifts. The reinforcement-learning controller, trained offline with millions of trial-and-error scenarios, is then deployed to optimize control variables continuously, maximizing margins while respecting safe-operating constraints. Live dashboards track model availability, engagement, uptime and offer interactive visualizations of bound values, operational limits, and KPI trends. Use cases include aligning economic strategy with real-time operations and detecting process degradation.

United Manufacturing Hub is the open-source, AI-native Industrial Data Management Platform. It connects shop-floor equipment and IT systems, cleans and contextualizes the data, and structures it in a Unified Namespace: one real-time source of truth for the whole plant. On that foundation, manufacturers run operational KPIs, energy and condition monitoring, alerting, and industrial AI, including AI agents that reason over live production data. It is deployed across multiple sites and used by manufacturers including HiPP, Böllhoff, and VELUX. An independent Forrester Total Economic Impact study found 426% ROI over three years with payback in under six months.

VisionPro Deep Learning is the best-in-class deep learning-based image analysis software designed for factory automation. Its field-tested algorithms are optimized specifically for machine vision, with a graphical user interface that simplifies neural network training without compromising performance. VisionPro Deep Learning solves complex applications that are too challenging for traditional machine vision alone, while providing a consistency and speed that aren’t possible with human inspection. When combined with VisionPro’s rule-based vision libraries, automation engineers can easily choose the best the tool for the task at hand. VisionPro Deep Learning combines a comprehensive machine vision tool library with advanced deep learning tools inside a common development and deployment framework. It simplifies the development of highly variable vision applications.

Tacit’s software solutions empower industrial workers by enabling collaboration with “Tacit Knowledge” using speech and other AI technologies. Our solutions are hardware and OS agnostic, with a significant focus on wearables and mobile platforms. Unprecedented in the enterprise software industry today, Tacit delivers simple, highly intuitive user experiences utilizing speech and other compelling interfaces. The Tacit UX fosters the adoption of wearables and other mobile/IIoT tools delivering value to enterprises interested in reducing downtime, improving productivity, and capturing digitized tacit knowledge.

Valiot Al enables plant managers to identify and quickly alleviate production bottlenecks without dismantling existing infrastructure or equipment. Using powerful AI Algorithms, with a System Dynamics approach, Valiot provides manufacturers with tools to evolve their production into a smart, connected, and autonomous operation, providing operational advantages never imagined before. We couple the power of Al with the flexibility of loT to help manufacturers enhance their operations. Our FactoryOS solution connects with your shop floor and admin systems. It gathers data directly from your PLCs, drivers, IoT sensors, IoT platform, or any other data-generating source from your shop floor and administrative systems.

IFS is the world’s leading provider of Industrial AI and enterprise software for hardcore businesses that make, service, and power our planet. Our technology enables businesses which manufacture goods, maintain complex assets, and manage service-focused operations to unlock the transformative power of Industrial AI™ to enhance productivity, efficiency, and sustainability. Industrial AI is IFS.ai IFS Cloud is a fully composable AI-powered platform, designed for ultimate flexibility and adaptability to our customers’ specific requirements and business evolution. It spans the needs of Enterprise Resource Planning (ERP), Enterprise Asset Management (EAM), Supply Chain Management (SCM), Information Technology Service Management (ITSM), and Field Service Management (FSM). IFS technology leverages AI, machine learning, real-time data and analytics to empower our customers to make informed strategic decisions and excel at their Moment of Service™.