Blog – Applications, Backgrounds, and More

Foundation Models in Forecasting: When Does Fine-Tuning Pay Off?
Foundation models in forecasting: what sets them apart from classical methods and when fine-tuning pays off for your use case.

4 Hurdles of Modern Demand Planning
Excel effort, inventory tie‑up, knowledge silos and promotion blind spots: how modular AI improves forecasts and supply chain efficiency.

AI in Mechanical Engineering: 5 Use Cases for Production and Service
Five practical AI use cases that measurably improve production and service – from visual quality inspection to an AI maintenance assistant.

Building the future of forecasting with MCP and futureEXPERT – innovation meets talent
Together with Kiel UAS students, we built three MCP agent tools that automate key forecasting steps with futureEXPERT.

Mathematics and LLMs?
Large language models are making inroads into mathematics. How formal mathematical proofs are gaining momentum through LLMs.

AI in Marketing and Sales: Revolution in Customer Interaction
AI enables proactive decisions that strengthen customer relationships, optimize marketing budgets, and increase sales.