AI Solutions
- AI-supported production planningWestaflex, a German family-owned company specializing in climate and ventilation technology, faced challenges in manual production scheduling, which affected efficiency due to its complex requirements and multiple setup processes. To address this, they implemented an AI application that optimized the sequencing of production orders using data from ERP systems and… Read more: AI-supported production planning
- Time series analysis for shipping outdoor equipment through data warehousingOur client, a major manufacturer and distributor of outdoor equipment, required a centralized platform for all its data to enhance advanced analytics of customer and business data. Niologic implemented a data warehouse based on Google BigQuery and developed a time series analysis for shipping, along with a machine learning algorithm… Read more: Time series analysis for shipping outdoor equipment through data warehousing
- Automating Information Extraction with Named Entity Recognition and LLMsOur project focused on automating the information extraction process from various data sources such as textual documents and database tables, utilizing Named Entity Recognition (NER) and advanced Language Models (LLMs). The main goal was to create an automated solution that could efficiently extract relevant information using NER and enrich metadata… Read more: Automating Information Extraction with Named Entity Recognition and LLMs
- Pharma GPT: Advanced Retrieval Augmented Generation with medical dataThe “PharmaGPT” project aims to make medical information more accessible and understandable, particularly for groups such as the elderly and non-native speakers who struggle with the complex language of medicine package leaflets. To address this, a sophisticated AI-based Retrieval Augmented Generation (RAG) system was developed, capable of navigating and analyzing… Read more: Pharma GPT: Advanced Retrieval Augmented Generation with medical data
- Iconic automaker gains efficiency and performance with a smarter approach to contractsMercedes-Benz, facing industry disruptions, recognized the need for a digital transformation to streamline their contract management processes. They implemented the Icertis Contract Intelligence (ICI) platform to create a single source of truth for all contracts, enhancing their ability to manage over 500,000 supplier relationships effectively. The ICI platform significantly reduced… Read more: Iconic automaker gains efficiency and performance with a smarter approach to contracts
- AI-supported decision support for haematologyAt Leipzig University Hospital, haematologists faced the challenge of identifying relevant research papers for rare blood cancers and individual patient cases from the flood of new scientific publications. The clinic partnered with Merantix Momentum to develop an NLP-based solution that automatically filters and ranks clinical publications according to their relevance… Read more: AI-supported decision support for haematology