Industry Solutions

Cross-Industry

Process Mining

Optimize Operations through Advanced Process Mining:
People spend more time understanding the processes rather than making them better. Process mining is a technology to analyze, improve, and track processes in any domain. Process mining techniques analyze processes based on event data

Model

Robotic AIoT Automation (RAIoTA)

Robotic AIoT Automation:
RAIoTA automates the AIoT (AI + IoT) process in a wide range of industries starting from Building Automation to Remote care. AIoT is the new avatar of Internet of Things driven by AI. In RAIoTA a smartphone functions like an edge computing device. The smartphone and smartphone driven AIoT (AI + IoT) devices function as an integrated autonomous system.

Robotic AIoT Automation (RAIoTA)
SF36 Outcome Measures

AI & Cybersecurity

Large Language Models for Code Vulnerability Analysis:
By combining Knowledge Graphs and Large Language Models we develop new solutions for Threat Intelligence, intrusion detection and code vulnerability analysis.
Taking the perspective of a potential cyber attacker we provide expertise on deep fakes, the manipulation of AI systems and LLM hacking.
Large language models can be of tremendous help to find subtle vulnerabilities in code and to systematically explore potential remedies.

Cybersecurity Cognitive Graph
Code Vulnerability Analysis

Knowledge Graphs & Large Language Models

Power of KGs and LLMs:
LLMs are excellent tools for content creation, text summarization, language translation, chatbots, and technical assistance. However, the deployment has been hampered by biases and hallucinations. We work on new concepts to combine Knowledge Graphs and LLMs thereby increasing transparency, reducing hallucination and increasing robustness. Similarly, the Natural Language Processing (NLP) capabilities of LLMs can be used to build knowledge graphs and to automatically generate query commands. ARAI Solutions pioneers a new generation of chatbots and technical assistant systems.

Model

Software Bill of Material & Digital Assets

Empowering clarity in software management:
Introducing our AI-driven SBOM (Software Bill of Material) Tool with Knowledge Graphs and Generative AI

Vendor Data
Library Data
Master Data
Data Graph

Healthcare

AI-based Learning Healthcare System

Learning Healthcare Systems:
Our AI solutions for diagnostics, therapy, medical documentation, and quality assurance empower patients, doctors, and nurses improving outcomes and enriching patient journeys.

AI Smart Patient EHR Monitor
Secured Live Chat and Realtime Video

AI in Precision Medicine & Spatial Biology

Power of AI in Precision Medicine:
Instead of treating symptoms or a disease, medicine needs to treat a patient as a whole. Precision medicine aims to tailor medical treatments to individual patients based on their genetic makeup, environmental factors, and lifestyle. Spatial biology studies the spatial organization and interactions of cells and molecules within tissues and organs. By combining these two fields we get a deeper understanding of disease mechanisms and develop more targeted and effective therapies for holistic and proactive health care.

Model

Insurance

AI-based Insurance Solutions

AI tools for Insurance:
By integrating classical symbolic AI with new Deep Learning architectures and Large Language models we develop customized tools for the insurance sector. Our medical insurance solutions for fraud detection, waste and abuse leverage the medical knowledge from our Learning Healthcare systems to check medical bills and evaluate the appropriateness of prescriptions and medical procedures.

Claim Digital Twin
Claim Dashboard

Medical Cognition & Appropriateness

Revolutionizing Healthcare:
Together with our customers we develop customized AI solutions that increase the efficiency of operations and improve the quality of the outcomes. This includes the fine-tuning of large language models and the development of chatbots to access vast amounts of corporate data through retrieval augmented generation. In healthcare, such systems can help to ensure the appropriateness of a specific procedure or they could be used as a virtual assistant to answer questions about medical guidelines and best practices.

Medical Appropriateness