How Amazon Transformed the Material Handling Industry: From Customer to Competitor

Updated November 3, 2026

Amazon went from being the material handling industry’s biggest customer to one of its most capable builders. Its $775 million purchase of Kiva Systems in 2012 gave it an in-house robotics company, and as of mid-2025 it operates more than 1 million robots across its network. That shift squeezed the suppliers and integrators who used to sell to Amazon, and it reset what the rest of the market thinks a modern warehouse should look like.

The Acquisition That Changed Everything

In March 2012, Amazon paid $775 million in cash for Kiva Systems, a Massachusetts company that built mobile robots for fulfillment centers. At the time, it was the second-largest acquisition in Amazon’s history. Kiva’s robots brought shelves to workers instead of sending workers up and down the aisles, and that one idea showed how differently a fulfillment center could run.

Before the deal, the industry had a fairly simple structure. Conveyor manufacturers, sortation providers, storage rack suppliers, automated guided vehicle (AGV) makers, and warehouse software developers all sold to operators like Amazon as outside vendors. Kiva changed that. Amazon now owned a company that built automation, and it could start developing its own technology from the inside out.

How Amazon Built Its Own Automation Engine

One of Amazon’s first moves after the acquisition was to stop selling Kiva systems to anyone else. Retailers and distributors that had installed Kiva robots, including well-known names like Gap, Staples, and Walgreens, had to look elsewhere as their contracts ran out. In 2015, Kiva was renamed Amazon Robotics. For the first time, a major warehouse technology was available to exactly one company.

That move also gave Amazon real leverage over the rest of its supplier base. Traditional conveyor and automation vendors, including the large integrators, were now selling to a customer that was learning their trade and building competing capabilities at the same time.

Amazon’s strategy showed up in a few clear ways:

• Industry presence and talent. Amazon became a fixture at major material handling trade shows and recruited engineers, project managers, and integration specialists away from established suppliers. Hard hiring numbers were never published, but people in the industry noticed the brain drain. Amazon was speaking the language of conveyors, sortation, and controls with more fluency every year.
• Supplier pressure. With a logistics footprint nobody else could match, Amazon pushed suppliers for faster installs, lower prices, tighter integration, and more custom and exclusive features. Vendors selling commodity equipment watched their margins shrink and their negotiating position disappear.

The COVID-19 Acceleration

Then the pandemic hit and everything sped up. E-commerce volume surged, labor got scarce, supply chains broke down, and customers came to expect fast delivery as the baseline. That combination drove demand for warehouse automation to levels the industry hadn’t seen before, and Amazon’s investment grew right along with it.

By January 2020, Amazon had about 200,000 robots working in its warehouses. In July 2025, the company announced it had deployed its one millionth robot, and it now describes itself as the world’s largest manufacturer and operator of mobile robotics.

For traditional equipment suppliers, that growth created an awkward position. They were selling to a customer that:

• Operated at a scale few others could match
• Had built serious in-house engineering and manufacturing capability
• Held enormous negotiating power
• Could compete directly in automation and integration if it chose to

Put simply, the largest integrators in the industry were now being challenged by the biggest integrator of all: Amazon itself.

Amazon Today: From Customer to Manufacturer

The picture looks very different than it did in 2012. Amazon designs, manufactures, and integrates a large share of its own systems.

A full robot fleet. The former Kiva Systems is now a major robotics development arm. Amazon’s fleet includes Hercules robots that lift and move up to 1,250 pounds, Pegasus robots that sort packages with precision conveyor belts, and Proteus, Amazon’s first fully autonomous mobile robot that can safely work around people.

AI coordination. Amazon also introduced DeepFleet, a generative AI foundation model that coordinates how robots move across a fulfillment center. Amazon says it improves robot travel efficiency by 10%. That’s not buying automation off the shelf. That’s inventing it.

Ownership of the stack. Amazon’s direction is clear. It wants to own more of the hardware and software that run its buildings, and its buying power lets it demand favorable terms, exclusivity, and custom features from the vendors it still uses.

What This Meant for Traditional Suppliers

Amazon’s move from customer to competitor created real problems for the companies that built the industry:

• Margin pressure. When your largest customer knows your costs and capabilities in detail, healthy margins are hard to hold. Requests for intellectual property access and one-off custom builds made it harder.
• A shrinking market. Every system Amazon builds in-house is a system a third-party vendor doesn’t sell. Companies that once counted on Amazon for growth had to plan for losing that business.
• A higher bar. Suppliers had to deliver faster, smarter, more modular systems to stay relevant, and Amazon’s internal capabilities kept setting the standard.
• A shift in focus. Many suppliers turned toward smaller e-commerce customers and regions where Amazon’s influence is weaker.
• Consolidation. Mergers and partnerships picked up as companies looked for scale, and many system integrators built their businesses around the customers Amazon doesn’t serve.

The clearest recent example is Intelligrated. Honeywell bought the integrator in 2016 for $1.5 billion, with Amazon as one of its key customers at the time. In April 2026, Honeywell agreed to sell its warehouse automation business, Intelligrated and the conveyor maker Transnorm, to private equity firm American Industrial Partners (AIP). The sale closed on July 27, 2026, and AIP plans to combine Intelligrated with Trew, another material handling company it already owns. Ten years after buying one of the biggest integrators serving Amazon, Honeywell decided warehouse automation no longer fit where it wanted to go.

The Next Decade: Seven Trends to Watch

Based on where Amazon is headed, here’s what we expect to reshape material handling over the next ten years:

1. Amazon’s automation platform matures. Amazon will keep building out its robotics and conveyor stack. It could even license or sell that technology, the same way it turned its internal infrastructure into Amazon Web Services (AWS).
2. The supplier world splits. Large integrators will lean further into software and services. Smaller firms will focus on practical, modular automation for small and mid-sized operations that can’t justify fully custom systems.
3. Hardware and software converge. Conveyors, robotics, and software will behave more like one system than a collection of parts. At Amazon’s scale, one company owns that whole stack. For everyone else, the value moves to whoever can make equipment and software from different vendors work together as one system.
4. Amazon as a standard-setter. Amazon could become something like the ARM of warehouse automation. ARM’s chip designs sit inside most of the world’s smartphones, and Amazon’s architecture could become the template others measure against.
5. Global expansion continues. Amazon’s one millionth robot went to a fulfillment center in Japan, which says a lot about how far its model is spreading. Regional suppliers will need to adapt.
6. AI reduces dependence on labor. Morgan Stanley analysts estimate Amazon’s shift to next-generation robotic warehouses could save it $2 billion to $4 billion a year by 2027. Savings like that will keep investment flowing into AI and robotics that take over repetitive tasks.
7. Industry lines blur. Expect more mergers, more partnerships, and less separation between operators and automation suppliers. The old lines between customer, integrator, and manufacturer are already fading, and the Intelligrated sale is one more sign of it.

Most Distribution Centers Aren’t Amazon (and Shouldn’t Try to Be)

What started in 2012 as a robotics acquisition turned into one of the biggest shifts the industry has seen. But Amazon’s story can send the wrong message to everyone else. Amazon can justify building its own robots because it runs a fulfillment network nobody else comes close to. A regional retailer with two buildings, or an apparel brand shipping a few thousand orders a day, can’t spread that kind of R&D spend across enough volume to make it pay. And they don’t need to.

For mid-sized operations, the real lesson from Amazon isn’t “build everything yourself.” It’s that automation works best when it’s designed around your actual order profile, labor situation, and growth plan. That usually means right-sized systems: the conveyor, sortation, put walls, mobile robots, or software that fix the bottleneck in front of you, sized for where your volume is headed over the next five to ten years, not for a network you’ll never run.

It also means choosing equipment on merit. When one manufacturer’s catalog drives the design, you get that manufacturer’s answer. An integrator that doesn’t build its own hardware can match the equipment to the problem and tell you plainly when a popular option is the wrong fit for your building.

That’s the work Conveyco does. We’re an independent warehouse automation systems integrator based in Bristol, Connecticut, with almost 50 years in the industry. We design systems for mid-sized distribution centers in retail and apparel, e-commerce, footwear, food and beverage, parts distribution, and more. We choose from a network of equipment partners we’ve vetted on live projects, add our own warehouse execution software when it fits, and stay with you long after go-live.

If you’re in apparel, we’ve also looked at this from the retail side: Why Mid-Market Apparel Retailers Should Stop Copying Amazon.

Frequently Asked Questions

Why did Amazon buy Kiva Systems?

Amazon bought Kiva Systems in 2012 for $775 million to bring warehouse robotics in-house. Kiva’s mobile robots carried shelves to workers, which cut walking time and sped up order picking. Owning Kiva let Amazon control the technology, stop competitors from buying it, and build its own automation instead of relying on outside suppliers.

How many robots does Amazon use?

Amazon had more than 1 million robots as of mid-2025, when it announced its one millionth robot had been deployed at a fulfillment center in Japan. That’s up from about 200,000 robots in January 2020.

What happened to Honeywell Intelligrated?

Honeywell sold its warehouse automation business, Intelligrated and Transnorm, to private equity firm American Industrial Partners. The deal was announced in April 2026 and closed on July 27, 2026. AIP plans to combine Intelligrated with Trew, another material handling company in its portfolio, and Intelligrated and Transnorm continue to operate under their own brands.

Should mid-sized warehouses copy Amazon’s automation strategy?

No. Amazon’s approach only pays off at Amazon’s scale, where custom robots and in-house engineering can be spread across a massive network. Mid-sized warehouses get better returns from right-sized automation that targets their specific bottlenecks, fits their order profile, and can grow in phases as volume grows.

What kind of automation makes sense for a mid-sized distribution center?

It depends on your order profile, SKU count, labor market, and building. Common starting points include conveyor and sortation to move product between zones, put walls or pick-to-light to speed up picking, mobile robots for flexible transport, and warehouse execution software to tie it all together. A good integrator will assess your operation and model the ROI before recommending any equipment.

Plan Automation That Fits Your Operation

Whether you’re running your first automation project or expanding a system that’s hitting its limits, we can help you figure out what makes sense at your scale, and what doesn’t. Schedule a consultation with our team to talk through your operation.

Sources

• Amazon.com to Acquire Kiva Systems, Inc. (SEC Filing, March 2012)
• Amazon Acquires Robot-Coordinated Order Fulfillment Company Kiva Systems For $775 Million (TechCrunch, March 2012)
• M&A flashback: Amazon announces $775M Kiva Systems acquisition (PitchBook, March 2018)
• How Amazon Triggered a Robot Arms Race (Bloomberg, June 2016)
• Kiva Systems officially rebrands as Amazon Robotics (DC Velocity, May 2015)
• COVID-19 is boosting demand for more automation in warehouses (Marketplace, June 2020)
• Warehouse robot market boosted by Covid pandemic and technological innovations (Emerald Insight, December 2021)
• Amazon now has 200,000 robots working in its warehouses (Robotics and Automation News, January 2020)
• Amazon deploys over 1 million robots and launches new AI foundation model (Amazon, July 2025)
• Amazon deploys its one millionth robot, releases generative AI model (TechCrunch, July 2025)
• Honeywell to Buy Logistics Automation Leader Intelligrated (Automation World, July 2016)
• Amazon is boosting Honeywell’s business ‘at the right time,’ Honeywell CEO says (CNBC, September 2018)
• Honeywell Sells Intelligrated to Private Equity Firm (MH&L, April 2026)
• Honeywell Completes Sale of Warehouse Automation Business to American Industrial Partners (Distribution Strategy, July 2026)
• American Industrial Partners Completes Acquisition of Honeywell Technologies’ Warehouse and Workflow Solutions Business (PR Newswire, July 2026)
• Amazon’s switch to robots over human warehouse employees will save it up to $4 billion a year, Morgan Stanley says (CNBC, October 2025)