Agent-Based Systems for Industrial Applications

We are bringing agent-based systems into industrial practice, thereby opening up a new form of human-machine interaction in manufacturing. Imagine a factory where machines, in addition to their actual production tasks, not only provide data for analysis but also communicate their status, goals, and next logical steps to people on the shop floor in a way that is understandable and in natural language. That is exactly what we are working on at KIS.

Intelligent LLM-based workflows for your production

Our custom-built Agentic workflow systems integrate seamlessly into your existing infrastructure – whether it’s OPC UA, MQTT, databases, REST APIs, or existing automation and analytics systems. The flexible connection to various data sources creates an ecosystem in which context-based, AI-powered voice interaction becomes an efficient tool for everyday work.

Our solutions enable users to operate equipment and systems in natural language while they are running and to interact with them in a targeted manner. This significantly speeds up testing and setup processes, while errors can be quickly identified and resolved thanks to continuous analysis. Users can intuitively query machine statuses and parameters and better understand how they are related. At the same time, our dialogue-based assistance systems effectively support new employees during their onboarding. The result is reduced friction losses, faster processes, and sustainably lower costs.

We offer a wide range of production-ready technologies:

• Integration of relevant industrial and IT interfaces (e.g., OPC UA, MQTT, REST, AAS)
• Active RAG queries for context-aware information retrieval across distributed data sources
• Unified access to integrated systems and data sources within an agent-based workflow
• Development of custom adapters to integrate your existing system landscape (e.g., using modern agent-based integration concepts such as MCP)
• A powerful agent-based framework for configurable, targeted workflows
• An intuitive chat interface for direct communication with machines, systems, and data

We bring the latest LLM technology to where it creates real value: your day-to-day production operations.

Who is Agent-Based Systems designed for?

Our solutions are designed for companies that want to use AI to make their production processes smarter and more efficient – in particular:

• OEMs and machinery manufacturers
• Manufacturing companies (production, maintenance, controlling)
• System integrators
• Retrofit service providers
• Data room operators

Whether you're just getting started or are already well into your digital transformation – we'll support you with tailored, scalable solutions.

Join us in shaping the future of industrial communication

If you want to make your production smarter, more flexible, and more responsive, we can support you with agent-based assistance and automation solutions that make a difference in your day-to-day operations. Let’s work together to find out how we can make your factory “talk” – and in doing so, simplify processes, reduce costs, and accelerate innovation.

Contact us – we look forward to working on your project!