Supply chain transformation critical as resilience worries stack up

Supply chain transformation critical as resilience worries stack up

Brought to you by Hitachi Vantara


Confidence in the global supply chain's continuity and resilience is waning and it's a topic we're likely to hear more about as companies report fourth-quarter earnings in the weeks ahead due to geopolitical and climate disruptions. Get ready for another supply chain transformation investment cycle.

The Dun & Bradstreet Global Supply Chain Continuity Index was 47.9 in the first quarter of 2024, down from 51.1 in the fourth quarter of 2023. Why? Geopolitical tensions in different parts of the world, trade disputes, and climate-related issues are disrupting trade routes causing both higher delivery costs and delayed delivery times.

Enterprises are trying to re-route supplies through regions insulated from geopolitical issues. As a result, supply costs are increasing due to longer routes, higher freight charges, and insurance costs.

There are two ways to look at what is emerging as the next supply chain crisis. First, higher supply chain costs will crimp profits as well as boost inflation. On the bright side, another crisis is going to accelerate the rewiring of the increasingly intelligent supply chain as technologies such as artificial intelligence are used.

My working theory is that these intelligent supply chains are a precursor to broader value chains. Supply chain software such as Manhattan Associates and Blue Yonder are working to integrate data, deliver insights, and partner.

Raj Subramaniam, President and CEO of FedEx Corp., said companies must optimize supply chains. Speaking at the National Retail Federation (NRF) conference, Subramaniam said, "You want to optimize your supply chain end-to-end and deliver a better, seamless e-commerce experience. Our mission is to make supply chains smarter for everyone."

FedEx had launched the fdx platform, which integrates FedEx capabilities to give merchants conversion tools, control of shipments, increased visibility, streamlined returns, and data on carbon emissions impact. "Physical networks get us where we need to be, but digital supply chains make that journey faster, more precise, and — equally critical — more seamless," said Subramaniam.

UPS launched its supply chain platform for businesses in November.

Walmart CEO Doug McMillon outlined the company's supply chain transformation at CES 2024. McMillon said Walmart built a general merchandise supply chain with a distribution center as it scaled. In the late 1990s, Walmart built a supply chain for e-commerce. Ultimately, Walmart had three different supply chains.

"For a few years now, we've been working to link them. We're building an intelligent, connected, and more automated network, one that already moves more than 100 billion individual items every year. Now we can do that in a smarter fashion. I've been with this company for over 30 years and there's never been a period of transformational change like the one we've started with our supply chain," said McMillon.

Constellation Brands John Kester, senior vice president of operations services at the company, said the company has been streamlining its supply chain by making it more digital and proactive. Speaking at Constellation Brands recent investor day, Kester said: "What's even more exciting is the future unlocks the digital tools can deliver beyond the base business case."

Specifically, Kester said Constellation Brands is creating planning signals throughout the supply chain. Those signals will reduce inventory, create more accurate cycle and safety stock levels, and improve on-time and full shipments. Data from suppliers to warehouses to distributors to retailers will connect.

In many ways, supply chain transformation projects are insulated from macroeconomic issues. Since supply chain transformation can simultaneously save money and solve sustainability compliance requirements, there's usually a solid return on investment case to be made. Even if a long-term lens is needed for supply chain transformation projects, plenty of shorter-term returns are available.

Here are a few takeaways on supply chain transformation from Suresh Kumar, Walmart's Chief Technology Officer and Chief Development Officer.

  1. Intelligent supply chains require systems integration and scale. Kumar said Walmart's three supply chain systems worked well individually. The power was in reimagining the entire system and reconfiguring parts.
  2. A flexible data architecture. It almost goes without saying that if a company doesn't have its data game down, supply chain transformation will suffer. Kumar noted multiple data points that drive its automated supply chain.
  3. Intelligence, via artificial intelligence, machine learning, data, and analytics, needs to forecast what customers want and when they want it and orchestrate the movement of different products stored in different ways.
  4. Forecasting is critical for both suppliers and customers. Suppliers need to see demand changes in near real-time as well as customers. "We built an industry-leading forecasting system that is smart. It's automated and uses a patent-pending machine learning model that predicts customer behavior and helps us accurately forecast how much of a product is needed and where," explained Kumar. "The system incorporates dozens of different types of data. Like historical sales data, but also things like weather forecasts, the overall popularity of an item compared with last year, but also how an item is trending on social media."
  5. ?AI has to model and orchestrate the movement of inventory at scale. "We also built artificial intelligence into how we orchestrate the optimal movement of our inventory. The main job is to have the product where our customers needed the most," said Kumar. "The AI system also redistributes autonomously. If the demand for an item spikes in one area of the country, our automated system redistributes the merchandise within the network so that customers can get it when they want. When the customer places an order. Our AI system predicts how long it will take based on several factors including how many associates and drivers are available but the distance to the home in real time."
  6. Customer experiences offline and online need to be connected. Kumar said supply chain transformation is ongoing and critical to Walmart's vision of adaptive retail. "It's only going to get better with the connected supply chain," said Kumar.


From our underwriter: Hitachi Vantara

  • Supply chain disruption — from human and technology errors to weather and other crises — has always been challenging. Manufacturers use dashboards to visualize performance measurements, preventative maintenance, and process optimization. But while they are a critical starting point, supply chain dashboards are not enough. Today’s manufacturers need a way to move from data collection through the supply chain to decision support and actionable insights. Get the full story.


NOTEBOOK

????The World Economic Forum has concluded and the big topics were AI, trust and sustainability. Constellation Research CEO Ray Wang detailed the intersection of trust and AI here and here. Also see the special DisrupTV episode from Davos with a bevy of thought leaders.

?? Quantinuum raised $300 million in equity investment putting the quantum computing company's valuation at $5 billion. Honeywell merged its quantum unit with Cambridge Quantum Computing in 2021 and launched Quantinuum as a stand-alone company. Honeywell remains Quantinuum's largest shareholder.

?? Uh oh. There are signs that generative AI disillusionment is brewing. When it comes to artificial intelligence and generative AI enterprises are still weighing options, trying to scale pilots and balance short-term returns and efficiency with long-term business transformation. These businesses are also wrestling with generative AI hype vs. reality.

?? The hands-on reviews of the Apple Vision Pro are emerging. These reviews are worth a look since this device may wind up in one of your innovation labs. Pro tip: Early reviews are generally positive, but the real verdict on a product comes weeks and months later.

??Smartsheet said it hit the $1 billion mark in annual recurring revenue. The company's fiscal year ends January 30.

???Hitachi Vantara has named Octavian Tanase as chief product officer effectively immediately. Tanase will report to Hitachi Vantara CEO Sheila Rohra. Tanase was most recently senior vice president of hybrid cloud engineering at NetApp where he integrated the company’s software portfolio with offerings from AWS, Microsoft Azure and Google Cloud.

?? DataStax said its Data API is generally available. The Data API is designed to be a one-stop API for generative AI applications. Constellation Research analyst Doug Henschen noted: "Many database vendors, including DataStax, announced previews of vector embedding and vector search capabilities in 2023. With this announcement, DataStax is taking the next step to expose that data through an API and integrate with GenAI ecosystems. You can expect more announcements along these lines in 2024."

??Smartphones are increasingly about foundational models, generative AI features and the ability to leverage AI locally. The latest example is Samsung's Galaxy S24 launch, which also served as a showcase for Google's Gemini Pro and Imagen 2 on Vertex AI. Galaxy S24 Ultra, Galaxy S24+ and Galaxy S24 all feature Galaxy AI experiences in part powered by Google Cloud.


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ACE GLOBAL

Back office / Outsourcing for Software & Technologies companies in Europe / USA.

1 年

The evolving landscape of global supply chains demands attention as disruptions persist. Brace for new investment cycles to fortify resilience. Dive deeper into the discussion in the latest Constellation Insights newsletter. #SupplyChain #Resilience #InvestmentCycle #outsourcing #Logistics #techbpo

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Confidence in the global supply chain's continuity and resilience is crucial amid disruptions. ???? Have you considered enhancing your insights delivery on supply chain transformations with #Excel and #PowerBI for comprehensive data visualization? Let's discuss how our expertise can contribute to organizing, analyzing, and maximizing the impact of your insights. Ready to elevate your supply chain discussions with insightful data! ???? #SupplyChainResilience #DataVisualization #FixExcel

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