Sitemap
- Research
- Research Areas
- Data Management for AISimplify Data Science and ML by providing high-level abstractions and developing systems and tools to perform these tasks efficiently and at scale.
- Data Privacy for AIData protection and privacy while using data and models for society, science and business. Lack of trust still prevents many companies from applying AI.
- Methods & Algorithms for AIDevelop a wide range of methods and algorithms that take into account the process of data generation. Beyond the prevailing paradigm of isolated consideration of algorithmic insights.
- Human-AI InteractionImprove mutual understanding between humans and AI to maximize the potential of humans and machines with visual analytics and interactive data analysis.
- Fair AIDevelop fair algorithms and evaluation methods that minimize the risk of discrimination by AI. For self-determined, critical and informed decision-making.
- Digital Transformation DesignDeveloping novel methods and tools for socio-technical design that support us in the digital transformation. From co-creative change processes to education and training.
- COMET Module
- Publications
- Research Areas
- Innovation Insights
- Business AILEVATOR
- Solutions
- Data Management
- Identify data sourcesEfficiently manage data in the company and use it in a targeted manner.
- Integrate, save and combineCombining heterogeneous data sources provides a more holistic overview.
- Controlled accessEnsure that sensitive data does not leak out.
- Discover and explore combined dataBetter understanding of data via visualization and assisted exploration.
- Data monitoring for analysisAutomated data integration pipelines help automatically cleanse and preprocess data for analysis.
- Privacy & Quantum Security
- Encrypted Data AnalysisCryptographic methods co-developed by us enable secure analysis of encrypted data.
- Private Set IntersectionRecord database entries of different companies, share the database.
- Joint EvaluationsNew ways for joint evaluations without disclosing your data
- Quantum Safe ApplicationsSecure solutions against the threat of quantum computing.
- Novel Cryptographic SolutionsSymmetric cryptology with advanced cryptographic approaches.
- Quantum InformationCryptography and privacy-friendly analytics with quantum information.
- Machine Learning & Algorithms
- Trend and anomaly detectionExisting data is used to train condition monitoring models.
- Contract and patent managementSemantic search technologies enable search and fact extraction.
- Model operation and maintenanceOperation, continuous performance monitoring and retraining are automated.
- Semantic search and aggregation of informationCreate custom summaries and analytically search textual content for features
- The supply chain in viewTogether, we are working on the digitalization of supply chains.
- User-AI Interaction
- Media Crawling & AnalysisWe use artificial intelligence to scan different platforms and extract valuable information.
- Monitoring PlatformThe interface enables exploration of patterns, trends, and relationships in the data. It can also be customized to meet a variety of user needs, depending on their information needs.
- Modeling ToolsOptimize AI-powered text analysis through semantic model management, feedback input, and annotation.
- Data InsightsDetect patterns in time series data and have them inspected and examined with visual interfaces.
- Search in time series databasesFinding similar past results in very large databases to compare and learn from.
- Transparent AIWe enable subject matter experts to pass knowledge to the AI and understand and validate the AI’s decisions.
- Intelligent user guidanceA “user-aware” AI steers the user, depending on goals, through various data analysis steps.
- Customized Collaborative VisualizationCollaborative analysis of data sets using text annotations, discussion and evaluation of results.
- Recommender Systems & Fairness
- Recommender SystemePersonalized recommendations and decision support.
- Bias DetectionAre there certain customers/user groups that are treated unfairly?
- Bias MitigationHow can the impact of existing biases be minimized?
- CertificationDo your datasets and algorithms comply with the new EU AI law?
- Fairness CheckThe Fairness Check identifies the status of fairness of an existing application.
- Understand userApplied market research at the push of a button and in real time.
- Digital Transformation Design
- Concept Trustworthy AIWe jointly develop trustworthy AI applications that generates benefits and is accepted.
- Socio-technical co-designAccompanying the development of new technologies, taking into account the existing context of work or life.
- Competence-oriented personnel developmentSupport of corporate trainings in structuring the training, development of learning target catalogs and visualization of learning progress.
- Continuing education in the workplaceDevelopment of Conversational Agents as learning companions for different topics and application fields
- Find and test file-driven business modelsWe are constantly developing and testing innovative, sustainable and circular business models for companies.
- Enterprise Search
- Data Management
- Solutions
- Industrial Artificial Intelligence
- Route PlanningPlan routes more efficiently and save time with our route optimization
- Quality assurance with AIThe use of AI-based methods helps ensure that quality assurance is comprehensive and end-to-end.
- Production-Optimization with AIThe analysis of production data and the models derived from it allow machines to be operated more energy-efficiently, processes to be run more cost-effectively or process steps to be automated.
- Business AI
- Intelligent forecastsTailored forecasts that explicitly take into account knowledge about individual business processes and a variety of source data allow better and more robust predictions.
- KnowMiner – Enterprise SearchAn intelligent, semantic search for companies for texts, documents or people across all platforms. And absolutely secure, thanks to our proven data privacy.
- Recommendation systemRecommender systems are an essential asset to prevent customer loss and increase customer interactions and ultimately revenue with pinpoint recommendations.
- Document workflow optimizationReduction of time and costs and increase of compliance through the contextualized use of expert and process knowledge.
- Entrepreneurial AI
- AI CertificationYou want to ensure that your systems and processes comply with the planned AI legal basis? We offer advice and support for the optimal design of your AI structure.
- Data Innovation FactoryBy combining continuous strategy development, data utilization application discovery and implementation, value can be generated in the Data Innovation Factory from day one.
- Data and AI StrategyThe trustworthiness of AI is therefore critical to ensure the effectiveness, safety, and fairness of AI systems and to maintain people’s trust in them.
- Industrial Artificial Intelligence