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Articles on process optimisation, inventory management, and supply chain coordination — grounded in research and real-world manufacturing projects.
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LLMs in Triadic Supply Chain Management — AI as a Forecasting and Emission Integrator
Gemini model applied to 22 3PL triads: anomaly detection, strategic recommendations, and transport emission management. Expert validation: 4.46/5.
Generative AI in Intermodal Route Optimisation — 3PL Applications and Theoretical Insights
GPT-4o and Gemini Advanced tested on a Warsaw–Madrid route. Which model handles real-world intermodal network constraints better?
ChatGPT in Third-Party Logistics — Game-Changer or a Step into the Unknown?
Empirical verification of ChatGPT in 3PL operator activities. Demand forecasting, assortment management, SKU location — what works and what doesn't.
ChatGPT in Inventory Management — Opportunities and Limitations
How AI language models can support inventory decisions in manufacturing companies — and where their usefulness ends. Analysis of a 2023 research study.
Logistics Coordination with a 3PL Operator — How to Stay in Control of Your Supply Chain
Practical principles for working with an external logistics operator. What must be in the contract to preserve visibility and operational flexibility.
Demand Forecasting in Manufacturing: ELM vs. ARIMA — What to Choose for SMEs?
Comparing Extreme Learning Machine networks with ARIMA models. When does an algorithm outperform a spreadsheet — and what conditions need to be met first.
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