The robot apocalypse is hard to find in America’s small and mid-sized factories

A worker operates one of the metal cutting machines at Gent Machine Co.’s factory in Cleveland. (Reuters)
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Updated 07 April 2022
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The robot apocalypse is hard to find in America’s small and mid-sized factories

  • Only one of 34 companies visited by MIT researchers had spent heavily on robotics
  • Bulk of machines were from before the 1990s

CLEVELAND: When researchers from the Massachusetts Institute of Technology visited Rich Gent’s machine shop here to see how automation was spreading to America’s small and medium-sized factories, they expected to find robots.
They did not.
“In big factories — when you’re making the same thing over and over, day after day, robots make total sense,” said Gent, who with his brother runs Gent Machine Co, a 55-employee company founded by his great-grandfather, “but not for us.”
Even as some analysts warn that robots are about to displace millions of blue-collar jobs in the US industrial heartland, the reality at smaller operations like Gent is far different.
Among the 34 companies with 500 employees or fewer in Ohio, Massachusetts and Arizona that the MIT researchers visited in their project, only one had bought robots in large numbers in the last five years — and that was an Ohio company that had been acquired by a Japanese multinational which pumped in money for the new automation.
In all the other Ohio plants they studied, they found only a single robot purchased in the last five years. In Massachusetts they found a company that had bought two, while in Arizona they found three companies that had added a handful.
Anna Waldman-Brown, a PhD student who worked on the report with MIT Professor Suzanne Berger, said she was “surprised” by the lack of the machines.
“We had a roboticist on our research team, because we expected to find robots,” she said. Instead, at one company, she said managers showed them a computer they had recently installed in a corner of the factory — which allowed workers to note their daily production figures on a spreadsheet, rather than jot down that information in paper notebooks.
“The bulk of the machines we saw were from before the 1990s,” she said, adding that many had installed new computer controllers to upgrade the older machines — a common practice in these tight-fisted operations. Most had also bought other types of advanced machinery — such as computer-guided cutting machines and inspection systems. But not robots.
Robots are just one type of factory automation, which encompasses a wide range of machines used to move and manufacture goods — including conveyor belts and labeling machines.
Nick Pinkston, CEO of Volition, a San Francisco company that makes software used by robotics engineers to automate factories, said smaller firms lack the cash to take risks on new robots. “They think of capital payback periods of as little as three months, or six — and it all depends on the contract” with the consumer who is ordering parts to be made by the machine.
This is bad news for the US economy. Automation is a key to boosting productivity, which keeps US operations competitive. Since 2005, US labor productivity has grown at an average annual rate of only 1.3 percent — below the post-World War 2 trend of well over 2 percent — and the average has dipped even more since 2010.
Researchers have found that larger firms are more productive on average and pay higher wages than their smaller counterparts, a divergence attributed at least in part to the ability of industry giants to invest heavily in cutting-edge technologies.
Yet small and medium-sized manufacturers remain a backbone of US industry, often churning out parts needed to keep assembly lines rolling at big manufacturers. If they fall behind on technology, it could weigh on the entire sector. These small and medium-sized manufacturers are also a key source of relatively good jobs — accounting for 43 percent of all manufacturing workers.

LIMITATIONS OF ROBOTS
One barrier for smaller companies is finding the skilled workers needed to run robots. “There’s a lot of amazing software that’s making robots easier to program and repurpose — but not nearly enough people to do that work,” said Ryan Kelly, who heads a group that promotes new technology to manufacturers inside the Association for Manufacturing Technology.
To be sure, robots are spreading to more corners of the industrial economy, just not as quickly as the MIT researchers and many others expected. Last year, for the first time, most of the robots ordered by companies in North America were not destined for automotive factories — a shift partly attributed to the development of cheaper and more flexible machines. Those are the type of machines especially needed in smaller operations.
And it seems certain robots will take over more jobs as they become more capable and affordable. One example: their rapid spread in e-commerce warehouses in recent years.
Carmakers and other big companies still buy most robots, said Jeff Burnstein, president of the Association for Advancing Automation, a trade group in Ann Arbor, Michigan. “But there’s a lot more in small and medium-size companies than ever before.”
Michael Tamasi, owner of AccuRounds in Avon, Massachusetts, is a small manufacturer who recently bought a robot attached to a computer-controlled cutting machine.
“We’re getting another machine delivered in September — and hope to attach a robot arm to that one to load and unload it,” he said. But there are some tasks where the technology remains too rigid or simply not capable of getting the job done.
For instance, Tamasi recently looked at buying a robot to polish metal parts. But the complexity of the shape made it impossible. “And it was kind of slow,” he said. “When you think of robots, you think better, faster, cheaper — but this was kind of the opposite.” And he still needed a worker to load and unload the machine.
For a company like Cleveland’s Gent, which makes parts for things like refrigerators, auto airbags and hydraulic pumps, the main barrier to getting robots is the cost and uncertainty over whether the investment will pay off, which in turn hinges on the plans and attitudes of customers.
And big customers can be fickle. Eight years ago, Gent landed a contract to supply fasteners used to put together battery packs for Tesla Inc. — and the electric-car maker soon became its largest customer. But Gent never got assurances from Tesla that the business would continue for long enough to justify buying the robots it could have used to make the fasteners.
“If we’d known Tesla would go on that long, we definitely would have automated our assembly process,” said Gent, who said they looked at automating the line twice over the years.
But he does not regret his caution. Earlier this year, Tesla notified Gent that it was pulling the business. “We’re not bitter,” said Gent. “It’s just how it works.”
Gent does spend heavily on new equipment, relative to its small size — about $500,000 a year from 2011 to 2019. One purchase was a $1.6 million computer-controlled cutting machine that cut the cycle time to make the Tesla parts down from 38 seconds to 7 seconds — a major gain in productivity that flowed straight to Gent’s bottom line.
“We found another part to make on the machine,” said Gent.


GCC offering investors ‘safe’ PPP deals; Saudi pipeline nears 300: FII

Updated 20 February 2026
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GCC offering investors ‘safe’ PPP deals; Saudi pipeline nears 300: FII

RIYADH: Global investors can find a “safe harbor” in the Gulf Cooperation Council as the bloc’s public-private partnerships pipeline offers “compelling” opportunities, according to a new report.

The latest document from the Future Investment Initiative Institute highlights how economies in the region are currently driving the next wave of PPP growth. 

It cites findings from Partnerships Bulletin, which ranks Saudi Arabia as second in the global emerging markets pipeline for PPP projects up to July 2025, and also places Dubai in the top 10.

While that analysis claims the Kingdom has 98 PPP projects either formally published or announced, FII says Saudi Arabia has a further 200 currently awaiting approval.

The findings align with the goals outlined in the Kingdom’s National Privatization Strategy, launched in January, which aims to raise satisfaction levels with public services across 18 target sectors, create tens of thousands of specialized jobs, and exceed 220 PPP contracts by 2030. 

The strategy also aims to increase private sector capital investments to more than SR240 billion ($63.99 billion) by 2030.

The FII report says that around 90 percent of FDI into Saudi Arabia now flows into non-oil sectors, from advanced manufacturing and tourism to green energy and digital infrastructure. 

“That shift reflects deliberate policy choices to open markets, standardize regulatory frameworks and use public capital to de-risk new value chains,” says the document, adding: “The result is a kind of safe harbor in an otherwise low-growth, high-uncertainty world.”

It continues: “While global FDI has stagnated or declined in many regions, the GCC’s pipeline of planned infrastructure and industrial projects now exceeds $2.5 trillion, according to Boston Consulting Group data, with PPPs playing a central role in structuring and financing them. For global investors searching for yield, diversification and inflation-linked income, this represents a compelling proposition.”

Commenting on the FII Institute report, Sally Menassa, partner at international management consulting firm Arthur D. Little, said PPPs are a strategic necessity for delivering infrastructure at speed and scale, and described Saudi Arabia’s pipeline as a “powerful execution and financing tool.” 

She added: “The Kingdom’s PPP momentum must remain focused on impact, value creation and execution excellence. PPPs should not be viewed merely as a funding mechanism, but as a structural tool to enhance infrastructure performance, attract investment and support sustainable economic growth in line with Vision 2030.” 

Menassa said that Saudi Arabia’s National Privitization Strategy marks a shift from a project-by-project approach to institutionalization of efforts and value creation.

“By clarifying sector priorities, strengthening project selection criteria, and formalizing governance and investor pathways, the Strategy reduces uncertainty. This clarity enhances investor confidence and improves pipeline quality,” said the Arthur D. Little official. 

Sally Menassa, partner at international management consulting firm Arthur D. Little. Supplied.

She added: “PPP and privatization efforts in Saudi Arabia are not about divestment or the state shifting execution to the private sector, it is really about becoming more productive as a nation. It enhances efficiency, raises service standards, mobilizes private and SME participation, and attracts capital.” 

Menassa further said that the strategy could help the Kingdom achieve stronger fiscal sustainability and higher private sector GDP contribution, both of which are critical components to accelerate the Kingdom’s economic transformation under Vision 2030.

Vijay Valecha, chief investment officer at Century Financial, believes input from the private sector across all stages, from design to construction and operations, improves the efficiency of project delivery and long-term operations in Saudi Arabia. 

“Tighter governance through centralized management at the National Center for Privatization and PPP and a more streamlined process, including template contracts, a clearer regulatory environment, and a transparent pipeline, is likely to improve delivery speed,” said Valecha. 

He added: “This means faster delivery of big projects like Red Sea resorts or Neom, with private firms handling operations to drive innovation. Ultimately, the strategy supercharges diversification by making the private sector the main engine of growth, aligning perfectly with Saudi Arabia’s push for a vibrant, non-oil economy.” 

The FII Institute added that the global flow of FDI is increasingly concentrated in the Gulf Cooperation Council region, driven by ambitious national transformation agendas and deep pools of sovereign wealth.

Tony Hallside, CEO of STP Partners, outlined several factors that are boosting the PPP landscape in the region, which include large infrastructure demand from Vision-level programs and urbanization. 

“Government frameworks that standardise PPP procurement are making projects bankable. Strong regional capital pools and sovereign support will mitigate risk and attract global players. In the GCC, Saudi Arabia’s pipeline itself is one of the largest in the Middle East, indicating strong investor interest,” added Hallside. 

Underscoring the role of growing PPP in Saudi Arabia, the FII report said: “A decade ago, the Kingdom’s solar capacity was negligible, despite its vast solar resource. Through early anchor investments, long-term power purchase agreements and support for national champions, the state seeded a competitive renewables market that now attracts global players on purely commercial terms.” 

Valecha said that clearer PPP laws, standardised contracts and dedicated PPP units have reduced execution risks and made projects more bankable for global infrastructure funds and developers in the GCC region. 

He added that rapid urbanization, a young and growing population, rising data center power demand and energy transition projects create predictable, long-duration cash flows in the region. 

“This combination of policy support, fiscal necessity and structural growth is why the GCC is emerging as one of the fastest-growing PPP markets globally,” said Valecha. 

Vijay Valecha, chief investment officer at Century Financial. Supplied

Key Saudi PPP projects

Yanbu 4 Independent Water Project - supplying water to Medina and Makkah

Location Yanbu, Red Sea coast

Companies involved: Engie, Mowah, Nesma, Saudi Water Partnership Co.

Cost: $826.5 million

Expected delivery date: Operational as of 2024

Hadda Independent Sewage Treatment Plant

Location: Makkah Province

Companies involved: Metito Utilities, Etihad Water and Electricity, SkyBridge Limited Co., Saudi Water Partnership Co.

Expected delivery date: 2028 

As Sufun Solar PV Independent Power Project

Location: Hail region

Companies involved: TotalEnergies, Aljomaih Energy & Water, Saudi Power Procurement Co.

Expected delivery date: Expected to connect to the grid in 2027

Construction of greenfield international airports

Location: Taif, Abha, Qassim, and Hail

Companies involved: Currently in the planning stage; investors are being sought

One-Stop Station Project

Location: Intercity road network across the Kingdom

Companies involved: Saudi Arabia’s Roads General Authority and National Center for Privatization & Public-Private Partnership announced a full list of qualified bidders in February.

King Salman Park

Location: Riyadh

Companies involved: King Salman Park Foundation, Ajdan Real Estate, Sedco Capital

Cost: $1 billion

Project: Madinah-3, Buraydah-2, and Tabuk-2 Independent Sewage Treatment Plants

Location: Madinah, Buraydah, and Tabuk

Companies involved: Acciona Agua, Tawzea, Tamasuk, Saudi Water Partnership Co.

Cost: $627 million combined

Riyadh Metro Line 2 Extension

Location: Riyadh

Companies involved: Royal Commission for Riyadh City, Arriyadh New Mobility Consortium, led by Webuild. Riyadh Metro Transit Consultants (JV between US Parsons and France’s Egis and Systra) as project management and construction supervision consultant.

Cost: Up to $900 million

Expected delivery date: 2032


The crucial role of emerging markets

According to the FII Institute report, the ability to deliver resilient infrastructure, expand digital connectivity and accelerate the energy transition will increasingly depend on the strength and legitimacy of PPPs, as fiscal space tightens and investment needs rise. 

FII estimates a $5 trillion global infrastructure financing gap by 2040. It also points to significant regional shortfalls, including an estimated $3.7 trillion gap in the US and an annual $130 billion to $170 billion gap across Africa. In this context, PPPs are moving from a transactional procurement route to a central model for financing and delivery.

The report highlighted that emerging markets, including Saudi Arabia, are currently driving the next wave of PPP growth, with spending across low-and middle-income countries reaching $100.7 billion in 2024, up 16 percent year on year, according to figures from the World Bank. 

Moreover, emerging markets now represent around 61 percent of global PPP activity by gross domestic product share.

According to Partnerships Bulletin’s findings up to July 31 2025, the Philippines leads the emerging-market pipeline with 230 projects, followed by Saudi Arabia with 98, Kyrgyzstan with 80, Bangladesh with 71, and Peru with 54 projects.

Greece has 42 projects in the pipeline, followed by Dubai at 28, Kenya at 25, Colombia at 24, and Pakistan at 14. 

PPP: An engine of growth

When capital was cheap, PPPs were often treated as an optional extra – a way to shift specific projects off the public balance sheet, or to import private-sector efficiency into construction and operations, the FII report said. 

However, now, nations consider PPPs as a central hub of their economic strategy, as they enable the state to stretch every dollar of public investment using private capital, while retaining strategic control over what gets built, where and to what standard.

“The real differentiator is complexity. When a project presents significant financial uncertainty or unpredictable demand, or if there’s a high level of climate exposure or technological risk, a PPP can give leaders the tools to manage those issues without slowing things down,” said Bob Willen, global managing partner and chairman of Kearney, said in the FII report. 

Erik Ringvold, chief business development officer at Regional Voluntary Carbon Market Co., was quoted in the report as saying that carbon markets will benefit through PPPs, as deepened public-private partnerships could help achieve progress toward national emissions targets, while simultaneously creating economic opportunity and catalyzing new green industries. 

“Saudi Arabia has made large strides toward an emissions compliance system, with an operational carbon standard in place, and an emissions trading system announced to be launched over the coming few years,” said Ringvold. 

He added: “At VCM, we see a clear future carbon vision for Saudi Arabia. One ecosystem. One marketplace. One iconic collaboration – with the PPP model at the heart of its success.” 

PPPs for investors and citizens 

For investors, infrastructure-backed PPPs offer long-duration, often inflation-linked cash flows at a time when public markets are volatile and dominated by a narrow set of mega-cap technology stocks. 

For citizens, well-designed PPPs can mean better services, more resilient infrastructure and faster progress toward climate and development goals, without unsustainable tax rises or austerity. 

FII, however, cautioned that public consent is becoming decisive. Across seven countries, only 23 percent of citizens agree that PPPs “equally benefit everyone”, compared with 41 percent of business and government leaders.

Tony Hallside, CEO of STP Partners. Supplied

Hallside said that public consent hinges on transparency, accountability, and visible service outcomes. 

He added that governments should publish clear procurement frameworks, communicate cost-benefit and performance expectations in plain language, and measure user satisfaction and service quality over time — “reinforcing that PPPs deliver tangible improvements in infrastructure and services.” 

Menassa echoed similar views and said that communication with the public is not sufficient, but the performance and execution phase holds the key to PPP projects. 

“Winning public opinion for PPPs is rather a marathon not a race. It starts with building awareness and trust by providing transparency and demonstrating value for money, ensuring affordability and service quality of public services is maintained through strong regulatory oversight, and ensuring competitive, transparent procurement processes,” added Menassa. 

According to the Arthur D. Little official, the public must see tangible improvements in service reliability, efficiency and accountability, and acceptance will follow.

“The world can’t afford to delay the infrastructure and energy transition investments that will determine prosperity – and planetary stability – for decades to come. Nor can it fund them through public budgets alone. Financing the future is, by definition, a joint endeavour,” added the FII report.