RTS Experiment: We Built a Tiny LLM From Scratch
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 Context Adherence Across 10 Cloud & Local Models
After our first experiment on document-extraction, we ran a different kind of test on a different corpus. This one is a refusal question. We feed the models a question whose answer isn’t actually in the retrieved chunks, and look at what each output contains. The right answer is “the papers don’t cover this.” Here’s how […]
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 […]
Top 10 Logistics AI Use Cases and Applications in 2024
Artificial Intelligence (AI) is transforming logistics, bringing precision, efficiency, and innovation to an industry that thrives on optimization. As more organizations implement AI, they see significant improvements in cost management, inventory accuracy, and service delivery. In fact, according to recent research by McKinsey, incorporating AI into logistics could lower operating costs by up to 15%, […]
AI Consulting Services for Enhancing Supply Chain Efficiency
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
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 […]
AI Automation Consulting for Distributors: Driving Efficiency and Competitive Advantage
AI automation consulting for distributors helps optimize operations, reduce costs, and enhance customer satisfaction by leveraging cutting-edge technologies like demand forecasting, warehouse robotics, and intelligent order processing. Experienced AI automation consultants provide end-to-end support, from strategy development and technology selection to implementation, change management, and ongoing optimization, ensuring successful AI and automation adoption. Embracing AI […]
Leveraging AI to Optimize Logistics for Increased Customer Lifetime Value
Maximizing Customer Lifetime Value: AI’s Impact on Logistics Have you ever wondered why some companies seem to consistently deliver an amazing customer experience, while others leave you frustrated and waiting? In today’s competitive business landscape, keeping your customers happy isn’t just a nicety, it’s a necessity. Customer Lifetime Value (CLTV) is a metric that measures […]
Navigating the Future: How AI is Reshaping the Insurance Industry
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
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: 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 […]
AI Strategies for Preventing Customer Churn in Logistics Operations
Preventing Customer Churn: AI’s Role in Logistics Success Have you ever experienced that sinking feeling when a customer you worked hard to win decides to take their business elsewhere? In the world of logistics, where on-time deliveries and smooth operations are paramount, customer churn – the dreaded loss of clients – can be a constant […]