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24 July 2025

Designing a State-of-the-Art Multi-Agent System

Ilja Bakx

Ilja Bakx

Director

Building an effective multi-agent system with large language models (LLMs) requires thoughtful planning of how the agents will think, act, and collaborate. This guide walks through key design choices, from decision-making patterns and core components to architectural styles and human oversight, to help you develop a modern multi-agent system. We’ll cover: * Agent Decision-Making Patterns: Choosing between ReAct loops, plan-then-act, reflection feedback, or tree-of-thought exploration. * Core

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24 June 2025

The New Vision 1: Open-Vocabulary Object Detection

Ilja Bakx

Ilja Bakx

Director

OVD models can detect objects specified by arbitrary human language inputs, such as category names or descriptive phrases, provided at inference time without any need for model retraining.

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The New Vision 1: Open-Vocabulary Object Detection
16 May 2025

Improving Warehouse Management: A Success Story with Plantje.nl

Ilja Bakx

Ilja Bakx

Director

In the dynamic world of e-commerce, efficiency and accuracy is everything in warehouse management. Our recent collaboration with Plantje showcases the transformative power of bespoke data solutions in streamlining operations, improving productivity, and unlocking new possibilities. This success story illustrates what a tailored software and hardware integration can do for warehouse management. The Challenge: Enhancing Efficiency in Warehouse Operations Plantje.nl, a well established entity in

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Improving Warehouse Management: A Success Story with Plantje.nl
16 May 2025

Streamlining Water Treatment Solutions

Ilja Bakx

Ilja Bakx

Director

Lenntech, an expert in designing and providing customized water treatment solutions, has entered into a collaboration with Polarix Data and Sping BV to develop an advanced AI assistant specifically designed to radically transform the way Lenntech manages its extensive project documentation and product files. Sophisticated Data Integration The journey begins with transforming over 800,000 product-related documents from static PDF files into dynamic, searchable vectors. This vectorization proce

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16 May 2025

Enhancing Real Estate Sustainability with Advanced Benchmarking Techniques

Jelle Eysbach

Jelle Eysbach

Chief Technology Officer

Introduction to Sustainability Metrics in Real Estate Understanding sustainability metrics like electricity and water usage, and CO2 emissions is crucial for real estate management. However, interpreting these metrics can be challenging without a proper context. In our partnership with Varig, we aim to transform how these metrics are perceived and used in day-to-day real estate operations. The Power of Comparative Analysis To make sustainability metrics more comprehensible, we adopted a comp

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Enhancing Real Estate Sustainability with Advanced Benchmarking Techniques