Custom AI Implementations
Developing specialized AI solutions for your business and activities
Generative AI
Generative AI represents a huge leap in artificial intelligence and its ability to be used beneficially in business process optimization. The context awareness of Large Language Models (LLMs), their suitability for self-supervised training and reinforcement learning from human feedback (RLFH) equip them ideally for workflow support in production scenarios.
Through role-specific prompt engineering, fine-tuning for behavior and output format control, and retrieval augmented generation (RAG) for specially informed workforce support with access to internal and external data, we develop unique AI models for your specific tasks and business processes, while striving to reduce error rates and energy consumption.
We specialize AI models on your specific tasks, environments, and expectations with state-of-the-art AI development techniques.
Computer vision
Beyond text, speech, and numerical data processing, we offer customized business integrations of modern Transformer-based vision models, but also more classical machine learning approaches like convolutional neural networks and auto-encoder architectures for image and video processing.
Depending on your purpose and data availability, we build the ideal AI solution for object recognition and tracking, quality monitoring, event and pattern recognition, object classification, or instructional support, to name a few examples. Integrated with robotic process automation (RPA), this could trigger notifications or entire processing chains in our end-to-end AI solutions.
Image and video analysis with AI-driven process automation can enhance quality management while reducing costs significantly.
Machine learning
Experienced in practically all established AI domains, we can utilize any machine learning method to optimize process efficiency, enhance productivity and output quality, drive innovation and business intelligence, analyze complex and big data from internal and external sources, enable data-backed decision support, and generate new insights.
Implementing customized RPA with data science and machine learning for classification, segmentation, predictive analytics, and decision support can empower your team to leverage the freely available data in your organization in new ways, without needing a specialized technical education.
Let your business benefit from our history of machine learning development to make the most of your data in real time.
Multi agent systems
Probably the most powerful of all our AI business solutions are implemented through intelligent multi agent systems. These versatile AI solutions integrate multiple AI models and techniques to collectively handle complex problems and support demanding tasks.
Working together as a virtual team, different specialized AI agents can cooperate to handle various scenarios in a complex production environment, sequentially execute processing steps, or monitor each other with different levels of creativity and limiting guardrails, judging and improving each other’s results continuously.
