RTS Experiment: We Built a Tiny LLM From Scratch

Data Engineer Blog

Most of what we do day-to-day involves calling LLMs that already exist. But we wanted to know what’s actually happening underneath training, so we spent some time building one from scratch following Andrej Karpathy’s nanoGPT video. The dataset is small (12 Mark Twain books from Project Gutenberg, about 7 megabytes of text). The models are tiny […]

RTS Experiment: Testing Document Text Extraction Across 9 Cloud & Local Models

A lot of our clients can’t send their data to a third-party API. Healthcare, finance, legal. Others can in principle, but don’t want a metered per-token bill on millions of internal documents, or want to fine-tune a model on their own data without it leaving their environment. So the cloud-or-local question keeps coming up. We […]

AI Consulting Services for Enhancing Supply Chain Efficiency

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AI consulting services help companies optimize supply chain performance through demand forecasting, inventory optimization, predictive maintenance, and logistics planning AI-powered solutions can analyze vast amounts of data to identify patterns, predict trends, and recommend actions to streamline operations and reduce costs Choosing the right AI consulting partner with supply chain expertise, end-to-end capabilities, and a […]

AI-Driven Supply Chain Optimization for Increased Efficiency and Reduced Costs

ai driven supply chain optimization

Today businesses are navigating an increasingly complex and dynamic global market, the imperative to optimize operations, minimize expenses, and boost productivity has never been more pressing. One area that has shown immense potential for optimization is the supply chain. With the advent of artificial intelligence (AI) technologies, businesses now have access to powerful tools that […]

Navigating the Future: How AI is Reshaping the Insurance Industry

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The Top 5 AI Use Cases in the Insurance Industry: A Logistics Perspective Artificial Intelligence (AI) is reshaping numerous industries, and the insurance sector is no exception. Leveraging AI, insurers are enhancing their operational efficiencies, improving customer experiences, and innovating risk assessment models. AI technologies such as machine learning, natural language processing, and predictive analytics […]

Revolutionizing Last-Mile Delivery: How AI is Transforming Logistics

Last Mile Delivery

Improving the Last-Mile Delivery Experience with AI in Logistics In the logistics market, the last-mile delivery segment has continually presented major hurdles to organizations. This important stage of the delivery process, which transports items from a transportation hub to their final destination, is well-known for its complexity and high cost. By 2024, last-mile delivery will […]

Leveraging AI for Resilient Logistics: Business Continuity Planning Essentials

Business Continuity Planning

Business Continuity Planning: How AI Strengthens Logistics Operations The global supply chain is a complex web, and disruptions – from natural disasters to geopolitical shifts – are a constant threat. In today’s competitive landscape, ensuring business continuity is no longer a luxury, it’s a necessity. This is where Business Continuity Planning (BCP) comes in, acting […]

The AI Revolution: Transforming Vehicle Maintenance in Logistics

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8 AI Solutions for Smarter Vehicle Maintenance in Logistics The roar of an engine, the bustle of the highway – these are the sounds of the tireless workhorses that keep the wheels of commerce turning – the mighty logistics trucks. But even the most dependable machines need care.  For decades, fleet managers have relied on […]

The Evolution of Cross-Docking: How AI is Transforming Logistics Efficiency

Cross docking shipping trucks

5 Innovative AI Solutions for Cross-Docking in Logistics Picture this: You’ve ordered a product online, and you’re eagerly waiting for it to arrive. Behind the scenes, there’s a complex process happening to ensure that your package gets to you as quickly and efficiently as possible. One crucial step in this process is called cross-docking. Cross-docking […]

Navigating the Green Road: AI’s Impact on Sustainable Transportation

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Boosting Fuel Efficiency: The Impact of AI on Logistics Research by McKinsey estimates that logistics companies will generate $1.3-$2 trillion per year for the next 20 years in economic value by adopting AI into their processes. In an era where sustainability and efficiency are paramount, the integration of artificial intelligence (AI) stands out as a […]

Trust, Transparency, and Technology: The Role of AI in Strengthening Supplier Partnerships

AI and Supplier Partnerships

Building Better Supplier Relationships: The Role of AI in Logistics The backbone of any business? Reliable suppliers. But managing those relationships can be complex, especially in today’s fast-paced logistics world. Delays, miscommunication, and unforeseen disruptions can throw a wrench into the smoothest operation. Artificial Intelligence (AI) is no longer just robots in warehouses. AI is […]

AI Applications in Route Optimization for Logistics Companies

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5 Key AI Solutions for Streamlining Order Management in Logistics In the dynamic world of logistics, where speed, accuracy, and reliability are paramount, order management stands as a cornerstone of success. From processing orders and coordinating shipments to managing inventory and optimizing routes, the intricacies of order management can make or break the efficiency of […]