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By: Aaron Rubin, Founder & CEO at ShipHeroWhile seeing into the future of your supply chain may be impossible, predicting what may happen can be estimated by looking at the past. When a company wants to know how their finances, supply chain, and marketing may perform in the future, they often examine how things went in previous years.Historical business data can help you successfully estimate things like seasonal trends and product success. One of the processes for looking at this data in the supply chain world is called demand forecasting.
Demand forecasting is the practice of looking at a company's historical data for things such as finances, marketing, and supply to understand likely future trends. Demand forecasting methods end up within one of three categories, either qualitative forecasting, time-series analysis, or casual models. Forecasting can include looking at different lengths of time, using statistical methods, or looking at external influences on your future business.
Businesses use forecasting in many ways to help gain an advantage over the competition. From inventory and supply chain management to cash flow and spend, there are many areas where you can use demand forecasting within your planning.
When preparing your budget, demand forecasting helps you get a glimpse into your company's needs during an upcoming season or year. By knowing positive (and negative) trends, your business is better able to reduce risk and plan through data-backed decision-making. Whether it be inventory needs, staffing, or cash flow, you will be able to estimate your budget more accurately when forecasting.For example, in the ecommerce industry, the holiday shopping season is one of the busiest times of the year. Ecommerce merchants use past holiday shopping data to forecast how much inventory they’ll need for the holiday season.
One area that demand forecasting is extremely useful for is production management. Through analysis of your past seasonal demand, your company can better prepare for needed production before running out. Ramping up production only when needed means customers get items when they want them, and you don't have to put in guesswork and waste money by overproducing.
Warehouse stock needs can be hard to predict, which is why demand forecasting for inventory can help identify your future needs. Looking at inventory needs of the past and rising or falling demand trends, you can better gauge how much stock you will need throughout the year. Like production, having enough to continue providing services and goods is necessary, while having too much inventory can cost you unnecessary storage fees.
External and internal forecasting are two of the many ways to garner insight into the market and potential areas of business growth. Looking at the competition and trends in the historical market, you can better price your items advantageously in relation to rising and falling trends.
There are different types of demand forecasting methods, all using unique forecasting techniques and statistical methods to examine potential future demand. Understanding which demand forecasting you should use is vital to gauge possible trends and future customer demand accurately.
Passive forecasting is the most straightforward when looking for a basic, non-nuanced prediction. In this type of forecasting, you look at historical data from your sales in the past to estimate future sales. Unfortunately, this model doesn't take into account variables, such as retailers that will have seasonal fluctuations. Passive forecasting models often can only be accurately used for analytics with businesses that are highly steady in sales and have robust historical sales data.
The active demand model is most commonly used for businesses that are either very new or have aggressive growth within their marketing campaigns. Because your company may not have the past sales data to have accurate demand forecasts, active forecasting often looks at other resources such as market research, economic data, and supply chain management data.
In the short-term forecast method, insights such as seasonal demand, cyclical patterns, and other similar anomalies are included in the trend projection, making this a great way to examine your inventory management and supply chain. You can also use short-term forecasts to think about new products and their performance. The time span that the short-term method looks at is from three to 12 months.
Compared to short-term projections, long-term forecasting looks quite a bit further out from one to four years into the future. Rather than thinking about recent data sets and sales trends, future projections look at long-term demand, potential business decisions, business growth planning, and marketing planning.
When examining your company’s goals, sometimes you will want to look at how outside forces may affect your forecast accuracy and sales channels. Whether you look at competitor and market trends or other outside factors, external macro forecasting can help you look at some complex factors that may affect your goals. Using external forecasting is excellent if you have concerns about your supply chain, are thinking about expansion, or are concerned about risk mitigation.
If you are looking to create accurate forecasts on your internal operations, such as your sales, a specific product, or a manufacturing division, internal business forecasting is ideal. Internal forecasting is excellent if you need an expert opinion on how things such as your warehouse distribution, purchases, cash flow, or profit margins are trending.
Examining your current trends and predicting future possibilities makes demand forecasting important for any company. Even just using the most straightforward methods can help a company of any size gain insight into how to follow their goals and which goals to set.
Using methods such as short-term forecasting, you can closely examine seasonal trends around your products. By predicting and understanding your customer demand spikes, you can better know how to handle your supply chain and inventory needs. Knowing your seasonal trends can also reveal markets and niches you have yet to tap into during your slower months.
Examining your past cash flow and comparing it to future predictions can help you better understand where your cash flow is going and how much you will have to invest in the future. Having a better understanding of your potential financial health in the future can help you make crucial decisions and goals.
Looking at demand trends, especially seasonal spikes, can help you better plan your supply chain needs. Rather than running out of inventory during your peak seasons, you can invest in more from your suppliers before these higher-demand periods. Knowing when your lulls are in demand for certain products, you can better plan your marketing strategy and only stock as much inventory as is needed during these periods.
External macro forecasting gives you an in-depth look at how outside factors can influence your product performance, sales, marketing, and supply chain. As you understand how different risks may harm your suppliers, products, or business, you can appropriately prepare for changes in external markets to better protect your company. Looking at outside influences can also help your company become more flexible and robust to react to these changes and take advantage of them quicker.
Predictions are a great way to gather data about potential future trends for your company. From threats that you need to prepare for to new markets you should break into, forecasts can help your company make big moves for the future. Whether changing your marketing strategies or reinforcing your supply chain, different forecasts will help you make decisions across your business to bring future success.
ShipHero makes demand forecasting simple, helping you easily gain insight into fulfillment operations, products, shipments, and returns. Our data reporting helps you see everything going on in your warehouse operations to help you make educated and data-backed decisions.We facilitate day-to-day actionable reporting to help keep your team organized while streamlining the process, actionable shipping reporting, and individual team member stats. ShipHero tracks:
Demand forecasting and data analysis help your company make big decisions to give you an edge over the competition. From inventory analysis to marketing initiatives, your company will be able to reduce risks for new endeavors and make profitable decisions. Programs like ShipHero can help.Schedule a meeting today with our experts to learn more about our WMS software built for ecommerce brands & 3PLs looking to run their best warehouse and how ShipHero works to ensure that organizations invest in the solutions that match their needs, to improve productivity, revenue, and success.Click HERE to Schedule a Meeting TodayAaron Rubin, Founder & CEOShipHeroAbout the author: Aaron Rubin is the Founder & CEO of ShipHero. He is responsible for planning and executing the overall vision and strategy of the organization. Rubin’s greatest strengths are leadership, change management, strategic planning and a passion for progression. He is known for having his finger on the pulse of ShipHero’s major initiatives, his entrepreneurial spirit, and keen business acumen. His leadership of ShipHero is grounded in providing excellent customer service that drives improved business operations. His passion for ShipHero comes from the culture and his ability to have an impact on the lives of employees, customers, partners, and investors.Follow Aaron on Twitter&LinkedIn.
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TikTok Shop is discontinuing "seller shipping" on February 25, 2026, a move that will halt fulfillment for any 3PL using non-integrated legacy technology. ShipHero's WMS is fully integrated and approved to support TikTok Shop’s new logistics requirements, allowing you to generate compliant labels and avoid a total operational lockout. By migrating to ShipHero before the deadline, 3PLs can eliminate onboarding fees and ensure their clients’ businesses remain active and profitable.
Starting February 25, 2026, TikTok Shop is officially discontinuing "seller shipping" (also known as "bring your own label") for all U.S. local sellers.
This means your clients can no longer use their own carrier accounts for TikTok orders.
As their 3PL, you will be unable to generate labels unless your WMS is directly integrated with TikTok’s new ecosystem. To keep your clients' businesses running, you must transition them to TikTok Shop Logistics Services through a verified partner.
ShipHero can keep your 3PL orders flowing from February 25 onwards.
If you are running your warehouse on legacy systems, you are at risk of a complete TikTok Shop lockout. Your fulfillment—and your revenue—will simply stop that day.
TikTok's latest policy creates a massive bottleneck for 3PLs using legacy technology.
To help 3PLs transition quickly and stay compliant, we are waiving all onboarding fees for new customers who join ShipHero before February 25.
There are only 6 approved ERP/WMS providers globally that meet TikTok’s new integration standards. ShipHero WMS is on that list. Most legacy WMS providers are not currently approved. To avoid a total operational blackout for your clients, you must move to a verified partner like ShipHero.
No. Starting February 25, TikTok will discontinue seller shipping. All shipping must go through TikTok Shop Logistics Services.
No. You can still manage fulfillment from your own 3PL warehouse using ShipHero’s direct integration, which pulls the required TikTok labels and logic directly into your existing workflow.
You will lose the ability to generate shipping labels for any TikTok Shop order. This will result in immediate fulfillment backlogs, client dissatisfaction, and potential loss of contracts.
Yes. ShipHero is the only U.S. based WMS currently supporting these requirements, allowing 3PLs to continue shipping without interruption.
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TikTok Shop is introducing mandatory logistics changes that will stop fulfillment for unprepared sellers on February 25, 2026.
ShipHero's WMS is fully integrated and approved to support TikTok Shop’s new logistics requirements, ensuring your orders keep moving without interruption. By switching to ShipHero before the deadline, brands can maintain compliance and eliminate onboarding fees during this transition. Here’s everything brands need to know to continue fulfilling orders.
Starting February 25, 2026, TikTok Shop will discontinue "seller shipping" for all U.S. local sellers. This means you can no longer use your own carrier accounts to generate labels for TikTok orders. To stay compliant and keep selling, brands must transition to TikTok Shop Logistics Services.
Relying on legacy systems like Extensiv, Deposco, or Logiwa puts your business at risk of account suspension and shipping delays that kill customer loyalty.
If your current WMS or 3PL is not integrated with TikTok Shop Logistics Services, you will face a total fulfillment blackout on that date. Failure to adapt to these changes risks shipping delays that kill customer loyalty and can lead to account suspension on the platform.
For brands onboarding on or after February 9, 2026, these restrictions are already in effect.
ShipHero has done the due diligence and has built a direct integration to ensure that merchants can fulfill TikTok Shop orders themselves while remaining fully compliant with TikTok’s new label requirements.
To help brands and 3PLs transition quickly and stay compliant, we are waiving all onboarding fees for new customers who join ShipHero before February 25.
Currently, there are only 6 approved ERP/WMS providers globally that meet TikTok’s new integration standards. ShipHero WMS is on that list. If you are using legacy providers like Extensiv, Deposco, or Logiwa, they are not currently approved to support these specific TikTok Shop requirements. To avoid a total operational blackout, you must move to a verified partner like ShipHero before the deadline.
No. Starting February 25, TikTok will discontinue seller shipping. You must use TikTok Shop Logistics Services.
You can use Fulfilled by TikTok (FBT) to store and ship items through their network, switch to one of the six approved ERP/WMS systems, or use ShipHero's direct integration.
You must use TikTok Shop Logistics Services, but with ShipHero, you can still manage the fulfillment from your own warehouse using TikTok’s required labels and logic.
This connection type will not support the new label requirements. You must switch to a direct TikTok Shop connection within ShipHero to avoid fulfillment interruptions.
Yes. ShipHero is currently the only U.S. based WMS that supports these requirements, allowing our customers to continue shipping without interruption.
Imagine running a warehouse where orders are picked quickly, inventory is accurate, and all operations run smoothly without any errors or delays. Thanks to Artificial Intelligence, this can now become a reality with ease.
AI is transforming warehouse management by enhancing efficiency, intelligence, and the ability to meet the rapid demands of today’s eCommerce-driven market.
ShipHero is pioneering this revolution with its AI-powered warehouse solutions, setting new industry benchmarks. This article explores ShipHero’s AI Picking feature, highlighting how it’s transforming warehouse management and enhancing operational efficiency.
The integration of AI technologies, including machine learning, robotics, and predictive analytics, is revolutionizing warehouse operations, driving significant improvements in efficiency, accuracy, and overall performance. These innovations are optimizing processes across various areas, from inventory management to order fulfillment. Below are the key benefits of AI in warehouse management.
A combination of AI technologies is shaping smarter warehouse systems to help revolutionize warehouse management.
ShipHero has taken AI integration to the next level with its AI Picking feature, designed to significantly improve warehouse efficiency. This feature automates the picking process, reducing the reliance on manual labor and enhancing productivity in ways that were once thought impossible.
Let’s dive deeper into how ShipHero’s AI Picking works and the advantages it offers.
AI Picking optimizes warehouse operations in two key ways:
The AI Picking feature delivers a wide range of benefits:
The transformative power of AI extends far beyond just picking. AI is also revolutionizing other aspects of warehouse management, driving improvements in operational efficiency, inventory management, and safety.
AI automates tasks, reducing errors and increasing speed. Automated sorting and real-time inventory tracking ensure accuracy, while real-time monitoring helps managers adapt and ensure timely deliveries.
AI plays a vital role in maintaining accurate inventory levels. By leveraging predictive analytics, AI can forecast demand and optimize stock levels, helping warehouses avoid both stockouts and overstock situations. This leads to better inventory management and fewer disruptions in supply chains.
AI-driven systems can monitor warehouse conditions to ensure safety and compliance with industry regulations. These systems can analyze warehouse data and predict potential hazards before they occur, proactively reducing risks and ensuring a safer working environment.
AI technologies are playing a transformative role in the supply chain and logistics sectors by improving efficiency, reducing costs, and enhancing decision-making.
These intelligent systems effortlessly manage supply chain processes by using data to optimize operations, predict trends, and automate routine tasks. This ultimately reshapes everything, from how goods are moved to stored and delivered.
The future of warehouse management looks promising with greater automation and efficiency, but future warehouse digitization brings challenges, such as high upfront costs and the need for skilled personnel.
AI-powered drones, autonomous robots, and IoT integration are smart warehouse technologies that are revolutionizing warehouse operations. Drones will deliver goods quickly, while robots automate sorting and transportation, thereby reducing the need for manual labor.
IoT and AI integration will enable real-time monitoring and optimization of operations. Smart technology in warehouses is leading to fully automated systems that are faster, scalable, and need minimal human input.
While AI offers immense benefits, businesses must also consider certain challenges. High initial investments in AI technology, data security concerns, and the need for skilled personnel are just a few of the hurdles that must be addressed.
However, with a strategic approach, companies can eliminate the challenges and embrace AI’s full potential to boost accuracy in picking and improve overall warehouse operations.
AI minimizes error by automating tasks like inventory tracking, order picking, and sorting, ensuring greater accuracy and efficiency.
Yes, AI-driven predictive analytics can predict demand, track inventory levels, and improve supply chain efficiency by forecasting needs with greater accuracy to help businesses stay ahead of trends and market fluctuations.
AI solutions are becoming more cost-effective thanks to cloud-based services and subscription pricing models. These options make AI technology more accessible to small businesses, allowing them to take advantage of its benefits without large upfront costs.
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