AI Enablement & Environments
Enabling AI
AI adoption, suitable environments, model integration and connection of your own data.
AI Solutions & Engineering
Artificial intelligence. From adoption to the intelligent application.
FusionSystems develops and integrates AI environments, unlocks complex data and builds intelligent software solutions – from AI agents and multimodal analysis to demanding technical systems.
FusionSystems
Enabling AI. Understanding data. Creating intelligent solutions.
FusionSystems supports companies and organisations in adopting, developing and integrating artificial intelligence. We unlock complex data, connect different sources of information and turn them into intelligent software solutions, AI agents and technical systems.
We combine machine learning and modern AI methods with many years of experience in software engineering, data analysis, sensor technology, image processing and system integration. Our goal: making artificial intelligence usable for specific tasks – from the first AI environment and the pilot use case to the demanding, customer-specific solution.
AI Services
We make AI usable.
Three service areas that build on one another and can be commissioned individually.
AI Intelligence & Engineering
Developing AI
Machine learning, intelligent data processing, AI agents and multimodal methods.
AI Applications & Solutions
Deploying AI
Custom applications, software solutions, system integration and defined operating models.
Getting started
How would you like to start with AI?
We want to use AI for the first time.
You are looking for a starting point that makes technical and organizational sense: a suitable first use case and an environment in which your data may be processed.
We have a specific AI task.
You have data, documents or processes and want to analyse them intelligently. We determine which method works and implement it.
We want to develop or extend an AI application.
An idea or a prototype is to become a usable application, integrated into your existing systems.
AI Technologies
Current AI technologies. Solid engineering.
Not separate business units, but tools of one shared approach: we combine the methods as the task requires.
Agentic AI
Specialised agents handle subtasks, use tools and work together in controlled workflows – with checks and human approval.
Multimodal AI
Text, document images, photos, video, audio, sensor data and geodata are interpreted together instead of being analysed separately.
Document & Knowledge Intelligence
Unstructured information becomes usable knowledge: extraction, semantic search, RAG and knowledge structures.
Vision AI & Sensor Fusion
Image- and video-based AI and the fusion of camera, radar and LiDAR – grown out of industrial machine vision and vehicle perception.
GeoAI
Analysing aerial and satellite images, geodata and digital environment models intelligently and linking them spatially.
Hybrid AI
Machine learning combined with mathematical models, rules and state estimation – for traceable statements under uncertainty.
Solutions
AI technology becomes practical benefit.
We tailor every solution to your data and your processes.
Document and Knowledge Intelligence
Understanding documents instead of merely reading them: archives, files, and technical documentation become structured knowledge you can query.
For you We make your archives, files, and technical documentation searchable and queryable – every answer with its source reference in the document.
AI Agents and Intelligent Workflows
Agents for tasks in your company: they read documents, query databases, apply rules, and prepare decisions.
For you We design agents for your tasks: they read your documents, query your databases, and prepare decisions for approval.
Engineering Intelligence
From existing knowledge to a usable engineering system: linking requirements, tests, failure analysis, and evidence with AI.
For you We link your requirements, tests, and defect reports so that relationships, gaps, and evidence become visible.
Visual and Spatial Data Analysis
Analysing aerial and satellite images with AI, recognising spatial relationships, and turning geodata into concrete insights.
For you We analyse your aerial and satellite images and deliver buildings, vegetation, vehicles, and changes as geodata.
Why FusionSystems
AI expertise meets more than 20 years of engineering experience.
Our history explains why our AI solutions hold up even where data is incomplete, noisy or contradictory.
Founded in Chemnitz in 2005
Since our founding we have been developing software and systems for demanding technical tasks.
Roots at TU Chemnitz
FusionSystems originated as a spin-off of the Professorship of Communications Engineering at Chemnitz University of Technology and continues to work with the university in research and development.
Technical and heterogeneous data
Signal processing, image processing, geodata and data analysis: we unlock data sources that do not explain themselves.
Sensor technology and multimodal perception
The fusion of camera, radar and LiDAR is where we come from. Our understanding of multimodal AI has grown out of it.
Software architecture and system integration
Requirements management, architecture and systematic testing are part of our daily work, including for safety-critical vehicle systems.
Customer-specific development
We design, develop and implement individually – from the concept phase and the algorithms to the complete solution.
Projects & References
What we are working on.
Three examples of our work.
Tested in road traffic
AI-Based Environment Perception for Autonomous Public Transport
Perception in the vehicle and the digital environment model of the operating area work hand in hand: what the vehicle detects becomes permanently usable knowledge about the environment.
For you We develop the environment perception for your vehicles and connect it to the digital twin of your operating area.
Our own tool
GeoAI and Image Annotation with Acotate 2.0 AERO
Our annotation tool for aerial images combines automatic pre-annotation with human correction – the basis for image segmentation that learns.
For you We annotate your aerial images with Acotate 2.0 AERO and use them to train models for your region and your object classes.
Solution approach
Document Intelligence for Mechanical Engineering
From document archive to knowledge architecture: historical project documents become the basis for faster proposals and secured experience-based knowledge.
For you We make your project documents from earlier orders accessible so that proposals are created faster and experience-based knowledge is retained.
Approach
From the first idea to the usable AI solution.
Understand the task and the data
Which question is to be answered, which data is available, and in what quality?
Set up the AI environment and architecture
Models, data connections, access rights and the operating model are defined and set up.
Develop and evaluate the application
A first end-to-end workflow with real data, tested against agreed criteria.
Integrate and advance the solution
Integration into your systems, handover or agreed operation, step-by-step expansion.
Would you like to make AI usable in your company?
Whether a first AI adoption or a complex development task – we discuss the requirements and suitable next steps with you.