Amazon’s AI logistics warehouses

TBTech looks at how Amazon leverages artificial intelligence logistics warehouses
TBTech looks at how Amazon leverages artificial intelligence logistics warehouses

Warehousing and logistics are currently an industry with various complex operations that need flexibility and innovation. This industry is looking to digitally transform companies to improve processes and speed up all aspects warehouse logistics.

One example of a warehouse that has already implemented various technologies to transform its business is Amazon. Founded in 1994, the company has become one of the biggest players within technology, web services, logistics and warehousing.

With Amazon being one of the biggest companies globally, it has not limited the use of its AI to one business sector. The most important sector that AI and machine learning has been introduced into the delivery is highly dependent on a well-run warehouse operation.

Amazon was the first company to introduce one-day shipping into their services. This involves various complexities within their fulfilment centers and these processes will continuously adapt and evolve to be more streamlined, automated, and sophisticated.

There are between 1-4 million product bins in each Amazon Fulfilment Center. The team controls computer vision systems that examine images to track each item’s position within the warehouse and allocate them into specific pods.

An image of Amazon, Featured News, Amazon's AI logistics warehouses
AI improving processes

Amazon makes use of AI to improve supply and make sense the data, automating the capability to forecast customer demand, assess product availability, optimize delivery routes, and personalize communication with customers while tracking the whole supply chain.

  • Forecasting customer demand and product availabilityThe company utilizes artificial intelligence to determine the number of units of a product it anticipates customers buy. This then factors into where the product is stocked to ensure it is as close to the people who will buy it.
  • Personalize communicationsThe role of AI in Amazon’s recommendation engine is massive, as it generates 35% of the company’s revenue. By collecting data from individual customer favorites and purchases, the recommendation engine personalizes the list of products customers would be interested in purchasing.
  • Optimize delivery use: Once a shipping label is placed on the box, the transportation execution processes take over and use machine learning to determine the package’s most effective route from point A to point B. The box is then sent to a waiting trailer based on its shipping method, speed of delivery, and location.
  • Ensuring one-day delivery: Machine learning and optimization algorithms enhance each warehouse process for one-day shipping.

“Most people look at an Amazon Fulfillment Center and imagine all the stuff inside. When I look at it, I see data,” said Russell Allgor, Chief Scientist, Amazon Worldwide Operations.

Are robots taking over?

Amazon regularly analyzes the journey of each order so it can optimize continuously. AI-powered robots carry the products around the warehouse, and algorithms help them to learn in real-time where the order is, where it should be, and how to get there the fastest viable way.

In 2021, robots in the workplace are still used for repetitive tasks that can easily be programmed into their systems. Scott Anderson, Director of Amazon Robotics Fulfillment has said that technology is at least 10 years away from fully automating the processing of a single order picked by a worker inside a warehouse. “In the current form, the technology is very limited. The technology is very far from the fully automated workstation that we would need,” he added.  

The warehouses that are currently using robots only utilize them to manage general merchandize, including clothing, bikes, and top tech products. Robots currently operate at 26 of Amazon’s more than 175 fulfillment centers. Amazon uses small, Roomba-shaped robots called “drives” to deliver large stacks of products to their fellow human workers by following designated paths around the warehouse.

Led by Amazon Robotics, fulfillment center automation is supported by technologies including autonomous mobile robots, sophisticated control software, language perception, computer vision, depth sensing, machine learning, object recognition, and semantic understanding of comments.

According to Amazon, the integration of robots at fulfillment centers assist in storing 40% more inventory, which leads to rapidly fulfilling Prime one- or two-day shipping orders, and more robotics and AI-related innovations will continue to expand and become incorporated into Amazon’s global operations model.

READ MORE:

Interested to see what the Amazon Fulfilment Centers look like? Check out the Amazon Fulfillment Center Video Tour below.

For more news from Top Business Tech, don’t forget to subscribe to our daily bulletin!

Follow us on LinkedIn and Twitter

An image of Amazon, Featured News, Amazon's AI logistics warehouses

Luke Conrad

Technology & Marketing Enthusiast

Why low-code is the best code

TBT Newsroom • 12th June 2022

According to Gartner, over 50 percent of medium-to-large enterprises will adopt low or no-code platforms as part of their overall IT strategy by 2023. Low-code platforms are increasingly popular because they help organizations to deliver capabilities faster, reduce reliance and pressure on the workforce and are simpler to understand.

Classroom management software supporting teachers through flexibility

TBT Newsroom • 11th June 2022

Despite educators’ best efforts, the digital transformation from in-person to online and hybrid learning certainly didn’t go off without a hitch. The sudden onset of the coronavirus pandemic forced schools to scramble to change their systems overnight. While many schools rushed to purchase online education technology tools, few had the foresight to invest in reliable...

The Four Key Steps On Purchasing Cloud Software

TBT Newsroom • 10th June 2022

Following the COVID-19 pandemic, digital transformation efforts have accelerated across the majority of industries with businesses being forced to make alterations to their usual working routines in next to no time. What’s more, remote working made it apparent that legacy systems were no longer up to the task for businesses to operate in an effective...

APIs: What are they and how can we embrace them?

TBT Newsroom • 07th June 2022

Gravitee.io is a leading open-source API platform, enabling worldwide developers and business users to build, manage and monitor their APIs. As a team, we are driven by the purpose of giving customers the ability to manage synchronous and asynchronous APIs securely. We started out as an open-source product and still follow an open-source first ethos...

N-able Introduces Cove Data Protection

Chris Groot • 05th May 2022

N-able, the solutions partner helping IT services providers deliver security, data protection, and remote monitoring and management services, today announced the launch of Cove Data Protection™, the cloud-first data protection-as-a-service (DPaaS) solution that modernizes data protection for business-class backup and disaster recovery.