It's easy for a software implementation to end up taking longer than you originally anticipated. Here's some practical advice for avoiding the common pitfalls and snags associated with selecting and installing a warehouse management system.
For many people, selecting and installing a warehouse management system (WMS) is a once, maybe twice, in a career decision. Unless of course you move companies often. But even then, the average lifespan of an installed WMS is about seven to 15 years—even longer in some vertical markets. In other words, this is an expensive, long-term decision that can often make or break a career.
Much has been written and showcased on the topic of selecting and implementing a new WMS. You can Google the topic and you will get approximately 99,700 results, varying in detail from supply chain vendor websites, published articles, and topics totally unrelated to what you were looking for. If you filter your results into a more manageable set of results, you will find varying opinions on the Top "X" number of factors/steps/keys to successfully choosing the right software vendor to satisfy your business goals. Good luck weeding through the reams of documented "what to do" and "what not to do."
Given this lack of experience, the information overload, and the criticality of the decision, it comes as no surprise that for many companies the vendor-selection process often ends up taking longer than anticipated. How do you make sure that your project takes off running and avoids being trapped in a system of "ready, set, delay"? After years of implementing countless systems, we have some advice on how to make the process flow smoother.
Blurred lines
First, let's talk about what exactly is a warehouse management system. In the 1980s, the 1990s, and even the early 2000s, it was a pretty simple and straightforward explanation: "A WMS is a software solution, either home-grown or vendor-coded, that helps a distribution center receive, store, pick, pack, and ship goods to its customers in an efficient manner." Today, however, the topic can be (and often is) heavily debated.
Article Figures
Which Type of Software Does Your Distribution Operation Need? Enlarge this image
To understand what I mean, take a look at the chart in Figure 1. All of the listed systems could be used to satisfy the requirements of a distribution operation, and many companies use more than one. Additionally, the lines between them are growing more and more blurred. Most enterprise resource planning (ERP) systems, for example, have some warehouse management functionality, while WMS solutions are expanding to include such capabilities as supply chain visibility. Similarly warehouse control systems (WCS) and warehouse execution systems (WES), which used to focus on controlling automated warehouse equipment, are now expanding into what have traditionally been seen as WMS functionality, such as inventory management and pick management.
Before beginning a software implementation for your distribution operations, you need to decide which of the software options are a fit for your future state supply chain execution solution. There are many great articles out there that describe each of these systems in detail and the differences among them. Do your homework and understand what functionality each of these systems provide. Don't assume that any single solution would be a complete fit for your project, or that any one software vendor could satisfy your overall requirements. In fact, it could be argued that each of these system options represent a clearly delineated best-of-breed solution. Finally, it should be mentioned that in virtually any project, there will be a whole host of integration needs and connectivity options among these systems.
Where to start?
Next I would suggest that you should look within your company to figure out if you have the wherewithal to take on a long-term, full-time project like a WMS implementation. Take into consideration your company's resource constraints, industry knowledge, and overall strategies, and then create a well thought-out, end-to-end plan to accomplish the overall goals.
Here are some high-level considerations that will need to be incorporated into your implementation plan and communicated to potential vendors:
What plans do you have for your distribution operations? Are you considering staying in your current warehousing facilities for the long term or for the short term? Are you leasing space because your main facility is full? Do you have enough room (even with a better system) to satisfy your growth plans for the next five to 10 years? Are you taking into consideration any kind of new automation, equipment, or racking (such as goods-to-person technology, conveyance, or automated storage and retrieval systems)? No matter the answer, be sure that whatever route you are considering is shared internally and externally with all parties involved in the project.
How long do you plan to use the system? Do you intend to invest in a long-term or short-term WMS solution? If your answer is short-term, then you will likely want to consider leasing or subscription-based licensing. However, if your strategy is long-term, you can still consider either a long-term subscription-based option, or a more common option of a perpetual license.
In the long term, what are the best sites for you to distribute from? The continuing driver shortage and current regulations mandated by the Federal Motor Carrier Safety Administration (FMCSA), particularly with regards to Hours of Service (HOS), are having an impact on all logistics operations. Moving goods is expensive, and careful consideration should be put into warehouse locations.
What technology and tools are best for your employees? It used to be that one of the hardest components of implementing a new WMS was the training that it took to get the hourly people up to speed and comfortable with the technology side of the equation. Today, however, nearly everyone is digitally savvy in some way or another. The point is, to keep the workforce productive and motivated, you need to provide them with the tools and a path to succeed and stay engaged.
How much homework have you done? How many white papers have you absorbed? What have you done to make sure that a new WMS is even a viable option? Every successful selection and implementation that I have been a part of (several dozen over the last 30-plus years) began with extensive research and due diligence. One of the best options are the many annual conferences, such as the Council of Supply Chain Management Professionals' annual EDGE conference as well as those offered by the Warehousing Education and Research Council and MHI. There are also several conferences for specific verticals such as food, pharmaceuticals, and retail. Take some time and invest in attending a few of these shows to get an idea of where the supply chain is heading and what the new trends are.
Selecting your vendor
Here is where the rubber meets the road. You now have to go through the process of figuring out what options are available. (Fortunately, there are a bevy of options available; unfortunately, there are so many options that it is hard to know where to start.) There are different schools of thought on how to identify possible vendors. Do you look at the most recent Gartner Magic Quadrant for the top-ranked providers? Do you hit LinkedIn and poll your contacts for references? Do you go with a provider that has served you well in the past? Do you consider new and upcoming thought leaders? The answer to all of the above should be, "yes." Exhaust all your options, and take advantage of others' wins or losses.
Once you have figured out what options are available, create a request for proposal/request for quotation/request for information (RFP/RFQ/RFI or "RFX") that outlines and matches exactly what your short- and long-term goals and plans are. There are a variety of really good pre-written RFP/RFQ/RFIs available for free online that you can leverage as a starting point. But be sure to take the time to read them and cut out anything not relevant. (In other words, do not ask vendors whether their software supports RFID/serialization/garments on hangers if you have zero intent of ever deploying those functions.) And be sure to add line items that are missing and relevant. You should end up with a document that is succinct, meaningful, and can be leveraged in the upcoming phases of the project.
Once you have prepared your initial RFX, who do you engage? I would tell you from experience that if you initially engage more than five potential vendors, you are creating unnecessarily a whole bunch of extra work and expense.
Next, invite your initial pool of five vendors to your site(s) for a two- to three-hour tour, depending on the size and complexity of your operations. Give them a chance to visualize your operation, while you take the time to meet the people representing the company that you may be engaged with for a long time. While they are there, you should have a few things prepared: a short video or presentation of your company, what this project represents, and a tentative timeline of dates. (By the way, the vendor should cover the cost of this tour, not you.)
These tours serve many purposes. First, vendors cannot be expected to effectively answer a sophisticated RFP/RFQ/RFI without having seen where it will be deployed. Second, the questions asked and the information given by the vendors will give you an initial impression of what the implementation will involve and what it will be like to work with them. Third, these tours will decrease the chances that the implementation will be delayed at a later phase because of something you or the vendor didn't know.
After the visits you can hopefully qualify your top three choices. Any more than that is creating a whole lot of added time and effort on your side of the equation. Once you have decided on which vendors you want and have notified them, it's time to provide them with the final RFX along with the timeline that was already shared during the visit.
The final mile
From here, the heavy lifting starts as you move through the remaining steps and ultimately get to your preferred vendor. Outlined below are the high-level steps you might consider. If you are lucky, you might be able to narrow the field down to your final two before demo day.
"Go-See-Do": Visit no less than one current customer for each vendor still in the running. When you do so, make sure upfront that the customer you are visiting:
1) Is using the version of software that you are evaluating, hopefully a current version.
2) Is in an industry or operating environment that closely matches your own.
3) Understands that you are there to evaluate the vendor in all regards: software, infrastructure, and implementation. Let them know that you want to hear pros and cons as well as words of advice.
On-site vendor(s) demonstration: Finally it's time for your final two vendors to demonstrate their software at your site. Leverage the RFX as your starting point when creating the demo scripts. Why sit through a software demonstration of functions or processes that have nothing to do with your business model? Demos can last anywhere from a few hours to a couple of days. It's up to you how deep you want to go. In our experience, one day seems to work well. Again, if you have done your part, you should have a demo that closely matches what your end state looks like.
Now that you have hopefully whittled it down to a couple of vendors that you would be equally happy with, you have to think once again about the short and long-term goals that started this whole process and pick the one that's the best match.
A word about costs
By now you should know which vendor you want, and it's time to consider the license and implementation fees. At this point you need to consider questions such as: Do you want a subscription-based license or a perpetual license? Will you own the source code, and can you change it? Will the software be hosted or on-premise (or a combination)? What licensing options are available?
When it comes to choosing a licensing option, pricing is clearly a big consideration. This is an expensive proposition no matter how you slice it. As you begin the negotiation process, you should ask yourself the following:
How many contracts of this magnitude have I successfully done on my own?
Is the vendor privately held or public?
Am I better off negotiating at the end of the quarter or end of the year, or does it even matter?
Keep in mind that the vendor you are negotiating with likely does this day in and day out, so if you can dream it up, they have likely already "been there, done that."
License fee cost is only one side of the equation. Usually, the more expensive side of the equation is the implementation cost. As a rule of thumb, you should budget somewhere between 1.5X and 2X the prices of the license fee (in a perpetual license model) for implementation cost. Also find out whether you are negotiating a fixed fee, a "not to exceed" value, or "time and materials" cost structure. All of these have pluses and minuses depending on hundreds of variables.
Much of the implementation pricing depends on the complexity and duration of the proposed project. During the sales cycle, you will have likely heard something that sounded like, "We are usually a 90% fit 'out of the box' with no code modifications for most implementations." Take these statements with a grain of salt, however, as you will have modifications. How many will depend on a few factors; first and foremost being how willing are you to bend your processes and follow the vendor's guidance with regards to what they will call "best practices."
Once you think you have a good strategy for how to negotiate the implementation costs, build into your model/project plan some amount of "scope creep." It will happen, although how much is solely dependent on how well the project is being run.
After the contract is signed
As the project starts, there will be some initial growing pains. To limit the pain, you should formulate, with the help of the vendor, a very detailed and complex project plan. It is vital that all parties are in line with overall goals and expectations in order to satisfy the stakeholders. Below are a few helpful hints to keep in mind as the implementation progresses:
If the initial project manager assigned by the vendor is not a good fit, either culturally or otherwise, you do have the option to request a different person. And you should do so sooner rather than later.
If there are delays to the project, the integration with other systems is usually the culprit. Plan for this to happen. If it doesn't, then fantastic. If it does, it won't be a surprise.
Remember to test the system ... then test it again.
Training, which is often one of the last factors that gets thought about, can hinder the successful go-live of the project. There are many battle-hardened approaches to training: train-the-trainer, classroom sessions, online, prepared curriculum, mock go-lives, and more. Think about what approach is right for your project. Don't shortcut the training, and don't assume anything.
Choosing a new WMS can be an overwhelming and seemingly impossible task. The keys to getting it right are a solid, yet flexible, long-term plan. Do your homework, and remember that one size does not fit all. There is a solution out there that will meet your goals and expectations.
The launch is based on “Amazon Nova,” the company’s new generation of foundation models, the company said in a blog post. Data scientists use foundation models (FMs) to develop machine learning (ML) platforms more quickly than starting from scratch, allowing them to create artificial intelligence applications capable of performing a wide variety of general tasks, since they were trained on a broad spectrum of generalized data, Amazon says.
The new models are integrated with Amazon Bedrock, a managed service that makes FMs from AI companies and Amazon available for use through a single API. Using Amazon Bedrock, customers can experiment with and evaluate Amazon Nova models, as well as other FMs, to determine the best model for an application.
Calling the launch “the next step in our AI journey,” the company says Amazon Nova has the ability to process text, image, and video as prompts, so customers can use Amazon Nova-powered generative AI applications to understand videos, charts, and documents, or to generate videos and other multimedia content.
“Inside Amazon, we have about 1,000 Gen AI applications in motion, and we’ve had a bird’s-eye view of what application builders are still grappling with,” Rohit Prasad, SVP of Amazon Artificial General Intelligence, said in a release. “Our new Amazon Nova models are intended to help with these challenges for internal and external builders, and provide compelling intelligence and content generation while also delivering meaningful progress on latency, cost-effectiveness, customization, information grounding, and agentic capabilities.”
The new Amazon Nova models available in Amazon Bedrock include:
Amazon Nova Micro, a text-only model that delivers the lowest latency responses at very low cost.
Amazon Nova Lite, a very low-cost multimodal model that is lightning fast for processing image, video, and text inputs.
Amazon Nova Pro, a highly capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks.
Amazon Nova Premier, the most capable of Amazon’s multimodal models for complex reasoning tasks and for use as the best teacher for distilling custom models
Amazon Nova Canvas, a state-of-the-art image generation model.
Amazon Nova Reel, a state-of-the-art video generation model that can transform a single image input into a brief video with the prompt: dolly forward.
Economic activity in the logistics industry expanded in November, continuing a steady growth pattern that began earlier this year and signaling a return to seasonality after several years of fluctuating conditions, according to the latest Logistics Managers’ Index report (LMI), released today.
The November LMI registered 58.4, down slightly from October’s reading of 58.9, which was the highest level in two years. The LMI is a monthly gauge of business conditions across warehousing and logistics markets; a reading above 50 indicates growth and a reading below 50 indicates contraction.
“The overall index has been very consistent in the past three months, with readings of 58.6, 58.9, and 58.4,” LMI analyst Zac Rogers, associate professor of supply chain management at Colorado State University, wrote in the November LMI report. “This plateau is slightly higher than a similar plateau of consistency earlier in the year when May to August saw four readings between 55.3 and 56.4. Seasonally speaking, it is consistent that this later year run of readings would be the highest all year.”
Separately, Rogers said the end-of-year growth reflects the return to a healthy holiday peak, which started when inventory levels expanded in late summer and early fall as retailers began stocking up to meet consumer demand. Pandemic-driven shifts in consumer buying behavior, inflation, and economic uncertainty contributed to volatile peak season conditions over the past four years, with the LMI swinging from record-high growth in late 2020 and 2021 to slower growth in 2022 and contraction in 2023.
“The LMI contracted at this time a year ago, so basically [there was] no peak season,” Rogers said, citing inflation as a drag on demand. “To have a normal November … [really] for the first time in five years, justifies what we’ve seen all these companies doing—building up inventory in a sustainable, seasonal way.
“Based on what we’re seeing, a lot of supply chains called it right and were ready for healthy holiday season, so far.”
The LMI has remained in the mid to high 50s range since January—with the exception of April, when the index dipped to 52.9—signaling strong and consistent demand for warehousing and transportation services.
The LMI is a monthly survey of logistics managers from across the country. It tracks industry growth overall and across eight areas: inventory levels and costs; warehousing capacity, utilization, and prices; and transportation capacity, utilization, and prices. The report is released monthly by researchers from Arizona State University, Colorado State University, Rochester Institute of Technology, Rutgers University, and the University of Nevada, Reno, in conjunction with the Council of Supply Chain Management Professionals (CSCMP).
Specifically, 48% of respondents identified rising tariffs and trade barriers as their top concern, followed by supply chain disruptions at 45% and geopolitical instability at 41%. Moreover, tariffs and trade barriers ranked as the priority issue regardless of company size, as respondents at companies with less than 250 employees, 251-500, 501-1,000, 1,001-50,000 and 50,000+ employees all cited it as the most significant issue they are currently facing.
“Evolving tariffs and trade policies are one of a number of complex issues requiring organizations to build more resilience into their supply chains through compliance, technology and strategic planning,” Jackson Wood, Director, Industry Strategy at Descartes, said in a release. “With the potential for the incoming U.S. administration to impose new and additional tariffs on a wide variety of goods and countries of origin, U.S. importers may need to significantly re-engineer their sourcing strategies to mitigate potentially higher costs.”
Grocers and retailers are struggling to get their systems back online just before the winter holiday peak, following a software hack that hit the supply chain software provider Blue Yonder this week.
The ransomware attack is snarling inventory distribution patterns because of its impact on systems such as the employee scheduling system for coffee stalwart Starbucks, according to a published report. Scottsdale, Arizona-based Blue Yonder provides a wide range of supply chain software, including warehouse management system (WMS), transportation management system (TMS), order management and commerce, network and control tower, returns management, and others.
Blue Yonder today acknowledged the disruptions, saying they were the result of a ransomware incident affecting its managed services hosted environment. The company has established a dedicated cybersecurity incident update webpage to communicate its recovery progress, but it had not been updated for nearly two days as of Tuesday afternoon. “Since learning of the incident, the Blue Yonder team has been working diligently together with external cybersecurity firms to make progress in their recovery process. We have implemented several defensive and forensic protocols,” a Blue Yonder spokesperson said in an email.
The timing of the attack suggests that hackers may have targeted Blue Yonder in a calculated attack based on the upcoming Thanksgiving break, since many U.S. organizations downsize their security staffing on holidays and weekends, according to a statement from Dan Lattimer, VP of Semperis, a New Jersey-based computer and network security firm.
“While details on the specifics of the Blue Yonder attack are scant, it is yet another reminder how damaging supply chain disruptions become when suppliers are taken offline. Kudos to Blue Yonder for dealing with this cyberattack head on but we still don’t know how far reaching the business disruptions will be in the UK, U.S. and other countries,” Lattimer said. “Now is time for organizations to fight back against threat actors. Deciding whether or not to pay a ransom is a personal decision that each company has to make, but paying emboldens threat actors and throws more fuel onto an already burning inferno. Simply, it doesn’t pay-to-pay,” he said.
The incident closely followed an unrelated cybersecurity issue at the grocery giant Ahold Delhaize, which has been recovering from impacts to the Stop & Shop chain that it across the U.S. Northeast region. In a statement apologizing to customers for the inconvenience of the cybersecurity issue, Netherlands-based Ahold Delhaize said its top priority is the security of its customers, associates and partners, and that the company’s internal IT security staff was working with external cybersecurity experts and law enforcement to speed recovery. “Our teams are taking steps to assess and mitigate the issue. This includes taking some systems offline to help protect them. This issue and subsequent mitigating actions have affected certain Ahold Delhaize USA brands and services including a number of pharmacies and certain e-commerce operations,” the company said.
Editor's note:This article was revised on November 27 to indicate that the cybersecurity issue at Ahold Delhaize was unrelated to the Blue Yonder hack.
The new funding brings Amazon's total investment in Anthropic to $8 billion, while maintaining the e-commerce giant’s position as a minority investor, according to Anthropic. The partnership was launched in 2023, when Amazon invested its first $4 billion round in the firm.
Anthropic’s “Claude” family of AI assistant models is available on AWS’s Amazon Bedrock, which is a cloud-based managed service that lets companies build specialized generative AI applications by choosing from an array of foundation models (FMs) developed by AI providers like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon itself.
According to Amazon, tens of thousands of customers, from startups to enterprises and government institutions, are currently running their generative AI workloads using Anthropic’s models in the AWS cloud. Those GenAI tools are powering tasks such as customer service chatbots, coding assistants, translation applications, drug discovery, engineering design, and complex business processes.
"The response from AWS customers who are developing generative AI applications powered by Anthropic in Amazon Bedrock has been remarkable," Matt Garman, AWS CEO, said in a release. "By continuing to deploy Anthropic models in Amazon Bedrock and collaborating with Anthropic on the development of our custom Trainium chips, we’ll keep pushing the boundaries of what customers can achieve with generative AI technologies. We’ve been impressed by Anthropic’s pace of innovation and commitment to responsible development of generative AI, and look forward to deepening our collaboration."