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business Tag
HomePosts Tagged "business"

Tag: business

LOGISTICS
September 7, 2023 By user

Chatbots Are Trying to Figure Out Where Your Shipments Are

Logistics companies are looking at generative AI for use in customer support, but the technology carries risks in high-value, industrial supply chains

 

Logistics companies are eyeing the potential of artificial intelligence, particularly generative AI tools like ChatGPT, to revolutionize their operations. However, they’re treading carefully, especially when it comes to chatbots, which are becoming commonplace in the consumer sector.

Why the caution? The logistics industry deals with the movement of goods worth millions, and the last thing they want is to frustrate their customers. Companies like RXO, XPO, Phlo Systems, and DFDS are exploring how this AI can automate tasks in their customer service departments, such as tracking shipments and booking loads.

Generative AI, like OpenAI’s ChatGPT, can sift through vast amounts of data, recognize patterns, and answer questions in a human-like manner. This capability has already been harnessed in other sectors. Law firms use AI for legal research and document drafting, while retailers use it to analyze customer queries. Even travel and grocery sectors have jumped on the bandwagon, with companies like Expedia and Instacart using bots to assist customers.

For logistics, the immediate application of generative AI seems to be in customer support. The technology can comprehend questions in everyday language and provide comprehensive answers swiftly. This could enhance the customer experience, offering precise answers quickly, unlike traditional chatbots with their preset responses or human agents who might need more time.

However, there are challenges. Generative AI’s effectiveness hinges on the quality of its training data. Sometimes, it might get answers wrong. There are also valid concerns about using sensitive company or customer data to train these systems. Some companies have even prohibited their employees from using tools like ChatGPT due to these concerns.

The stakes are undeniably high in logistics. The industry deals with complex, proprietary data related to moving vast quantities of goods via various transportation modes. As such, while the allure of AI is strong, the logistics sector is approaching it with a mix of optimism and caution.

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Uncategorized
August 23, 2023 By user

U.S. Importers Are Absorbing Higher Shipping Costs This Summer

Container lines have reversed a big drop in freight rates this year, but experts say the price increases may be short-lived

Shipping costs from Asia to the U.S. are going up 61% in the six weeks up to Aug. 15, 2023, according to the article. Although the prices have increased, U.S. importers are still absorbing the increase, with August 2022’s rate still 66% lower than now.

The price hike came after big shipping lines raised their prices following a significant drop in the sector’s spot market, which dropped from nearly $10,000 per box in February 2022 to below $1,300 in late June. In order to avoid these fluctuations, some U.S. companies locked in freight rates.

Shipping costs fell in 2023, a contrast to the high prices that burdened corporate budgets in the previous two years. Major retailers like Home Depot and Target report better supply chain conditions, especially in ocean shipping.

In the industry, spot rates have been up recently, but they’re expected to be short-lived, since U.S. container imports aren’t as high as they were last year, and new containerships are adding extra capacity. There are some carriers trying to charge peak-season surcharges on long-term contracts, but the volume and market conditions may not justify it.

While shipping costs from Asia to the U.S. have gone up recently, American importers are managing to absorb them. Because of the projected oversupply of containerships, many experts believe rates will resume a downward trend soon.

 

more about this in :https://www.wsj.com/business/logistics/u-s-importers-are-absorbing-higher-shipping-costs-this-summer-8f661768

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LOGISTICS
April 25, 2023 By user

Supply Chains Have Changed Forever

A robot moves products manufactured by Nestlé at a distribution warehouse operated by GXO Logistics near Derby, England. Photo: Chris Ratcliffe/Bloomberg News

Supply Chains Have Changed Forever

Nearshoring. Automation. Supplier diversification. Sustainability. Here’s how companies are reshaping their supply chains.

When a measure of strains on global supply chains fell earlier this year to levels last seen before the Covid-19 pandemic, it signaled to some that the product shortages, port bottlenecks and shipping disruptions of the past three years were over and that a new era of stability was on the horizon.

But industry experts say a “return to normal,” as the Federal Reserve Bank of New York described its Global Supply Chain Pressure Index in February, hardly means that companies are going back to conventional, some would say complacent, supply chains.

Instead, say academics and consultants, the experiences during the pandemic, along with changes in geopolitics, are leading to broader, potentially long-lasting changes in how companies manage the flow of goods, from the sourcing of raw materials to manufacturing and distribution.

The changes are playing out at factories in India, auto-assembly plants in northern Mexico, ports from the U.S. Southeast to East Africa and mineral mines in Canada and Sweden. The sites are where companies are implementing disciplines such as resilience, regionalization and supplier diversification that came to the forefront as they coped with the severe disruptions that began in early 2020.

The turmoil that began with the declaration of the Covid-19 pandemic first hit companies with sudden shortages of consumer staples as households locked down, was followed by factory shutdowns that interrupted the flow of goods and then hit transportation networks as an abrupt snapback in demand led to overstuffed ships and enormous backups at ports.

By April 2020, the New York Fed’s supply-chain stress index had shot up to double the level it reached during the recovery from the 2009 financial crisis. It finally fell back early this year to levels more typical of a measure going back 25 years.

“Some stresses have been taken off, there are fewer supply shortages, and things are a lot less hectic, but we certainly are not back to normal,” said Patrick Van den Bossche, a partner and global analytics practice leader at consulting firm Kearney. “There is a subdued level of urgency but a lot of things have changed.” 

Diversifying supply sourcing

The changes on the surface include less reliance on Asia, particularly China, and the use of more automation technology to keep assembly lines and warehouse operations running.

Apple Inc. is shifting some smartphone production from China to India, toy maker Mattel Inc. is among companies expanding operations in Mexico, and even a Chinese manufacturer, Hisense Co., is looking to make appliances in Mexico for the U.S. market.

But there are more enduring changes, experts say, that will more broadly affect how companies get their raw materials and parts, where they produce goods and how they ship finished products to consumers. Taken together, the changes mark the biggest shift in how supply chains are managed since China’s entry into the World Trade Organization in 2001 ushered in a new era of globalization.

Experts say postpandemic supply chains are being built with a focus on regionalization, with production closer to where companies expect to sell their goods. Companies are also moving to spread their base of suppliers around the world, moving away from single-sourcing, and they are adding automation to everything from warehousing operations to procurement decisions.

The shifts add up to a widespread effort to make supply chains more resistant to disruption.

“They have been moving away from a model built on scale, where everything is engineered to get the best financial impact from the greatest economies of scale, to a model where there is plenty of redundancy in the network,” said Mr. Van den Bossche.

“The move away from China, to rewire supply chains to where you have multiple local supply chains, is really just starting. Companies are still trying to figure out how this works,” he said.

Risks vs. rewards

Rick Gabrielson, a consultant and former senior transportation executive at Target Corp. and Lowe’s Cos., said many companies are looking hard at their sourcing strategies, including whether they have a heavy concentration of goods or components coming from one country or a single supplier.

Spreading out suppliers almost certainly adds costs, but Mr. Gabrielson said companies have to balance those costs against the potential for future disruptions.

“You have to ask yourself, which do you want? Are we going to minimize risk for shareholders and customers or are we going to minimize costs? This is the conversation that is taking place, but the change doesn’t happen overnight,” he said. 

Heidi Landry, chief procurement officer for MedTech at Johnson & Johnson, told the University of Pittsburgh’s Supply Chain Management Symposium in March that the healthcare-products company is trying to better gauge risks in its global network of suppliers in the wake of pandemic disruptions. The program, she said, is aimed at “maintaining a continuous supply base and managing risk to enable global access to lifesaving medicine and equipment.”

New regulatory disclosures

Expanding environmental rules and the drive by companies to cut their carbon footprint is making that effort to diversify sourcing more complicated.

In the U.S., the Securities and Exchange Commission is advancing plans to require that companies disclose not only their own carbon emissions but those of their suppliers, and their suppliers’ suppliers—what is known as Scope 3 emissions.

“Sustainability adds complexity and it adds costs,” said Mr. Gabrielson. 

The biggest casualty in supply-chain strategies during the pandemic may have been the just-in-time principle that has preached lean inventories to cut costs and improve efficiency in supply chains. 

After lengthy product shortages and factory outages from Vietnam to the U.S. Midwest because of parts shortages, businesses from Nissan Motor Co. to PepsiCo Inc. have said the focus on hyper-efficient supply chains may be waning as more companies recognize the value in buffer stock.

Mr. Gabrielson said companies will adapt over time, taking on more safety stock while managing risk in other ways such as adding multiple suppliers. “You will not see the pendulum pull all the way back” to a just-in-time focus, he said.

Greater regionalization of production will also help minimize risks of shortages because the supply lines aren’t as long, he said.

‘The most important lesson’

Yossi Sheffi, director of the Massachusetts Institute of Technology’s Center for Transportation and Logistics, said the accelerated adoption of technology during the pandemic, as companies rushed to make and ship goods more quickly, will have a lasting impact on supply chains.

But the bigger impact will come, he said, as companies assess how they responded to the pandemic strains and adapted. Prof. Sheffi points to the consumer-goods companies that quickly reconfigured supply chains by trimming product lines, resetting sourcing and using other tools to rebound from early shortages.

“They learned a lot of things that they didn’t think were possible. This means companies can do more than they thought was possible,” he said. “They have learned how to be nimble, and that may be the most important lesson.”

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LOGISTICS
April 4, 2023 By user

Humanoid robots are coming to a warehouse near you

Humanoid robots are coming to a warehouse near you

The first commercially available human-shaped robots designed for warehouse work were unveiled last week by a company called Agility Robotics, for delivery in 2025.

Details: Digit, which is built to work alongside humans, can lift and move plastic bins in a warehouse or distribution center.

  • Fully self-charging, Digit — who is a slim 5’9″ and 140 pounds — will walk over to its own charging dock, click itself in, and return to the workplace for another shift after it’s juiced up.
  • “Everything we do is about building a robot that can work in human spaces and do human workflows,” Jonathan Hurst, CTO of Agility Robotics, tells Axios.

    The big picture: There’s an arms race to develop humanoid robots that can alleviate labor shortages and do jobs that people find too boring, dangerous or repetitive.

    • Tesla and a startup called Figure are building humanoid robots for logistics work, while another startup, Sanctuary AI, recently deployed a humanoid robot with dexterous hands (but wheels instead of legs) at a Mark’s retail store in Canada.
    • But Agility says it’s the frontrunner in bringing a product to market.

    How it works: Digit is designed to pull plastic bins called “totes” from a warehouse wall and move them wherever they need to go, taking up the same footprint as a human.

    • Digit will lift “anything that a person would handle,” Damion Shelton, CEO of Agility, tells Axios. “Think about things that are larger than a small box, but smaller than a giant bag of dog food.”
    • Building robots that can simulate human movements is a huge challenge, but approximating the human body is important: “With other form factors, it is very hard to be multipurpose,” Hurst says.

    Backstory: Shelton and Hurst met at Carnegie Mellon University’s graduate robotics program.

    • The first product they introduced under the Agility brand was Cassie, which ZDNet described as “little more than a pair of bipedal robotic legs.”
    • The first iteration of Digit, introduced in 2020 with Ford Motor Co. as its launch partner, was designed to ride in the back of a Ford autonomous vehicle and deliver packages to homes.
        • Its backwards knees allowed its legs to tuck under its body to sit conveniently in a car.
      • “Our entire career has been around getting robots to move the way people and animals do,” Shelton says.

      Zoom in: The new-and-improved Digit, designed for logistics work, has anthropomorphic features meant to guide the humans in its midst.

      • The robot’s LED eyes indicate the direction in which it’s going to turn, and “it can use expression and gesture in order to indicate its intent and what it’s about to do,” Hurst said.

        Of note: Amazon has developed a spate of non-humanoid robots for logistics and delivery work — and has invested in Agility.

        • Chains like BJ’s are using AI-driven robots for inventory tracking.

        What’s next: Digit’s evolution will be determined by a partnership program that’ll give potential customers “an exclusive opportunity to shape the development of Digit’s skills and abilities,” Agility said in a press release.

         
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LOGISTICS
March 21, 2023 By user

GPT4.0 Game Changer

OpenAI developed GPT-4.0, a multimodal model that accepts images as well as text inputs and outputs text. In addition to its human-level performance on various academic and professional benchmarks, GPT-4.0 boasts a multimodal nature that allows businesses to feed it a wide range of data. Companies can use the model to summarize PDFs, aggregate and contextualize chart data, analyze and critique contracts, or identify visual irregularities in physical infrastructure.

As OpenAI’s most advanced system, GPT-4.0 can solve difficult issues with greater accuracy. Its broader general knowledge and problem-solving abilities enable it to produce safer and more useful responses.

In comparison to previous versions of GPT, GPT-4.0 has several improvements. As a result, GPT-4.0 has a larger memory than previous versions. While GPT-3.5 could only handle around 8,000 words, GPT-4.0 can now read, analyze, or generate up to 25,000 words. GPT-4.0 also has a strong sense of ethics built into it. For example, ChatGPT added filters to its original engine (GPT-3.5) to prevent it from giving inappropriate answers.

Overall, GPT-4.0 is significantly smarter than its previous model and scored in the 90th percentile on the Uniform Bar Exam. With the development of GPT-4.0 and its advanced natural language processing capabilities, we can expect significant improvements in virtual assistants, chatbots, and customer service interactions. By utilizing these technologies, users will have a more accurate and personalized experience in answering their questions.

The logistics industry could benefit from improved communication between customers and service providers. Customers could track their packages or schedule deliveries more easily with a chatbot. The chatbot would be able to understand the customer’s needs and provide customized responses based on their individual situation.

In addition, GPT-4.0 could help logistics companies improve their internal communication. For example, by using virtual assistants, employees could easily access information or complete tasks without having to navigate complex systems.

Ultimately, GPT-4.0 can improve customer and employee communication and efficiency in the logistics industry.

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DELIVERY
June 29, 2021 By user

Investing in Freight Broker Training

With the cargo business blasting, financier firms are bouncing from organization to organization quickly, prompting high paces of turnover. Regularly, agents are beginning the work with the guarantee…

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LOGISTICSPACKAGE
June 29, 2021 By user

How to Recruit and Retain Drivers

With the cargo business blasting, financier firms are bouncing from organization to organization quickly, prompting high paces of turnover. Regularly, agents are beginning the work with the guarantee…

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DELIVERY
June 29, 2021 By user

The 10 Most Used Maintenance Plans

With the cargo business blasting, financier firms are bouncing from organization to organization quickly, prompting high paces of turnover. Regularly, agents are beginning the work with the guarantee…

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DELIVERY
June 29, 2021 By user

The 10 Most Used Maintenance Plans

With the cargo business blasting, financier firms are bouncing from organization to organization quickly, prompting high paces of turnover. Regularly, agents are beginning the work with the guarantee…

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