Railroads, Engines, Chips, and AI: Two Centuries of Global Investment Booms
Why Every Great Leap Forward Begins with a Financial Frenzy
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I recently read an article that place the current investment boom in Artificial Intelligence into historical perspective. What stood out to me was just how massive the railroad investment boom of the 1830s was. That got me thinking:
What were the largest investments booms in world history (as measured by the total percentage of private investment)?
How have they shaped the economy?
So I decided to do a little research and write an article on the topic.
If you enjoy this article, you should read for my From Poverty to Progress book series.
Investment booms are episodes when vast financial and material resources are concentrated into one economic sector for a sustained period. Some examples include:
railroads in the 19th century,
electrification and automobiles around the turn of the 20th,
IT and internet in the late 20th, and
AI today.
These booms are not merely curiosities; they are catalytic turning points that reshape economies, societies, institutions, and expectations.
Why study them?
investment booms channel capital, talent, and organizational energy into infrastructure, technologies, and systems that define modernity—from steel-clad rails to global networks of fiber, servers, and cloud computing.
these booms often coincide with speculative excess and crashes, offering timeless lessons about risk, leverage, and financial structure.
investment booms create new classes of institutions—railroad bonds propelled modern finance, auto firms remade management, IT redefined venture capital, and AI is now redefining tech governance and industrial strategy.
understanding their magnitude—how large a share of private investment they absorbed—helps us grasp their place in economic history and their potential resonance in the present.
To compare across centuries, note that private investment has always included things like machinery, buildings, equipment, and new financial instruments. When a sector—railroads, electricity, cars, computing, AI—comes to dominate that private investment, it signals not just innovation but systemic transformation.
So let me list what I think were the largest and most historically-significant investment booms since 1800 (in chronological order).
Railroads: The First Great Investment Boom
Imagine the 19th-century world: could a technology be both so glamorous and so costly that whole fortunes and banking systems revolve around it? Railways did exactly that. In Britain during the 1840s, ordinary families invested life savings in railway shares—new lines sprang across open country—but many schemes never materialized. Still, hundreds of miles of route were built, laying the skeleton of modern transport networks. In the U.S., rail bonds and stocks ballooned into the largest element of the private financial system, dwarfing national debt. Railways slashed costs, birthed national markets, and forced management innovation. That boom—entrusted to private investors—foreshadows the modern era.
In the early to mid-19th century, railroads ushered in the age of high-capital infrastructure. In Britain, the “Railway Mania” of the 1840s saw a speculative frenzy: in 1846 alone, Parliament passed 263 railway acts authorizing new companies with proposed routes totaling 9,500 miles, and private capital poured into these ventures at extraordinary scale—even though about a third of the proposed lines never materialized.
Railway capital was immense. In the United States, in 1860, the total of railroad stocks and bonds was $1.8 billion—by 1897, it had reached $10.6 billion—compared to a national debt of just $1.2 billion. This underscores how railroads formed the backbone of the private-sector financial system.
In the U.S., building a mile of railroad could cost more than a state-funded canal—for example, one short railroad in western Massachusetts cost as much as the Erie Canal’s construction ($7 million), yet the canal was publicly funded while the railroad relied on private capital.
Although precise conversion of these figures into share of total private investment is tricky—GDP accounting was rudimentary and public/private investment distinctions blur—scholars agree that in many cases, railway investment consumed a very large share of private capital formation, perhaps 10–20 percent of GDP in some peak years. The speculative frenzy, sheer capital involved, and societal centrality of rail development make the railroad boom arguably the greatest private-investment-share boom in history.
Railways didn’t just dominate private investment; they transformed economies. They slashed freight and passenger costs—by 1860, long-distance bulk rates in the U.S. had plunged nearly 95 percent, fostering national markets and reshaping agriculture, manufacturing, urbanization, and finance.
Thus, the railway boom looms large: a sustained, capital-intensive, globally-visible moment when one sector dominated private deployment of capital and redefined economic power.
Electrification Boom of late 19th Century
As rail networks matured, the next wave surged: electricity. Cities, factories, and households lit up and turned on. Private generation companies erected plants, built transmission systems, and made possible factories humming with electric power. The invisible grid rewired economies. Private capex (capital expenditure) in electricity spanned decades and consumed massive resources.
As railways built a physical steel grid, electrification wove an invisible yet powerful electrical grid. From the late 19th century into the early 20th, cities and industries across Europe and North America electrified—electric generation plants, wires, street lighting, tramways, and later, appliances and factories.
Though comprehensive global data on the share of electricity-related private investment is fragmented, electricity build-out was among the largest infrastructure investments of the era. Private companies invested in generation and distribution networks, and electrification fueled urban expansion, industrial efficiency, modern work, and new consumer markets. Sources like university energy histories and the World Bank’s infrastructure retrospectives characterize electrification as one of the largest industrial capital-goods booms of its time—comparable in scale to railways in terms of private capex share.
Over decades this amounted to a sustained wave of private investment, not just in generation but in entire networks—dams, turbines, wires, urban grid, industrial conversion to electric motors. It may not have (for a single year) matched the railway mania’s explosiveness, but its cumulative share of capex was enormous.
Automobiles in the early 20th Century
Then came the automobile. Steel-bodied machines rolled off assembly lines that themselves were feats of capital and engineering. Roads spread, urban form changed, suburbs rose. Car factories, suppliers, service garages, fuel distribution—all became major channels for private investment.
In the early 20th century, automobiles and auto-related investment became a mighty industrial force. Building cars required factories, assembly lines, parts supply chains (steel, rubber, glass), roads, services, dealerships, and urban infrastructure. In places like the United States, auto capital became a central chunk of private manufacturing investment.
While global metrics are sparser, in the U.S., auto and related industries represented a large fraction of industrial capex in the 1910s through the 1930s. NBER working papers and historical industry studies emphasize auto-related capital investment as a major driver of private investment during the interwar period.
Beyond raw capital share, automobiles reshaped management practices, labor relations, urban form (roads, suburbs), and consumption patterns—making the auto boom a structural investment wave.
IT in the late 1990s
Fast forward to the late 20th century. Beginning in the 1990s and crescendoing around 1995–2000, the information technology and internet sector captured a massive share of private nonresidential equipment and software investment.
Several measures illustrate this boom. One study estimates that in the late 1990s IT comprised around 44 percent of equipment & software investment at its peak. Meanwhile, IT investment rose from roughly 3 percent of U.S. GDP in 1991 to about 4.9 percent by 2000—making IT possibly one-third or more of total private investment in that period.
Private equity and venture capital boomed as well. In 1992, “All private equity funds” raised $20.8 billion; by 2000, commitments had swelled to $305.7 billion—unaided by internet hype. Venture capital investment as a share of GDP soared: from 0.058 percent in 1994 to 1.087 percent by 2000—nearly nineteen times higher.
The dot-com bubble itself—symbolized by nascent companies with “.com” in their name—saw Nasdaq indices rise 400 percent from 1995 to 2000, with eye-watering valuations despite often-minimal fundamentals.
In most advanced economies, the surge of IT/internet investment absorbed a colossal share of private investment—far larger (in relative terms) than most modern sectors have ever matched. It also transformed the financial system (venture capital), urban form (offices, telecom), culture, and globalization.
Artificial Intelligence today
We now arrive in the present age: artificial intelligence. AI today is receiving unprecedented levels of venture capital and corporate private investment, though as of now it remains a smaller share of total private investment than railways or 1990s IT did in their peaks—but among modern tech sectors, it is peerless.
Numbers speak volumes:
In 2024, AI received over $100 billion in global VC funding, an increase of over 80 percent from $55.6 billion in 2023, representing nearly one-third of all global venture capital that year. (National Law Review, Crunchbase News)
Other sources put the figure even higher: Dealroom reports AI VC was $110 billion in 2024, with AI accounting for 33 percent of global VC funding; PitchBook notes AI startups captured over 50 percent of global VC value in Q4 2024; preliminary figures say 50.8 percent of global VC funding in Q4 2024 went to AI-focused companies. (Tech Monitor, FDI Intelligence)
In the first half of 2025, AI startups drew 53 percent of all global venture capital ($104 billion of $205 billion), with a staggering 64 percent share in the U.S. (FourWeekMBA)
In some quarters, 71 percent of U.S. venture commitments were directed at AI startups. (The Wall Street Journal)
Despite concerns about hype, herd behavior, and sustainability, the data are clear: AI is now the center of gravity of global venture capital, dwarfing all prior sectors in its share of VC funding.
AI is not yet approaching things like all equipment & software, or total private capex across the economy—but as a modern phenomenon in VC and private tech investment, its concentration is unmatched. If it spreads broadly into manufacturing, infrastructure, data centers, robotics, deep industrial automation, its share of overall private investment could rise further.
Comparing the Booms
Let us now compare these great investment booms using our metric: share of total private investment (combined with a fair amount of wild-ass guessing).
Railways (mid-19th century): Likely the highest share ever. In peak mania years, railway investment may have equaled 10–20 percent of GDP, and since most investment then was private, railways may have consumed a similarly large fraction of private investment. Even if one is conservative, rail investment clearly ranked at the top of such booms.
Electrification (late 19th to early 20th century): A sustained, multi-decade investment wave that consumed a massive portion of private capex—unquantified but widely regarded as on par with railways in scale among industrial infrastructure booms.
IT/Internet (1990s): A modern high-share boom: 40–45 percent of equipment & software investment, and venture capital rising from 0.058 percent of GDP to 1.087 percent—meaning over one-third of private investment in some measures.
Automobiles (early 20th century): A large slice of manufacturing and private infrastructure investment in the decades around WWI and beyond. Likely not as concentrated in a single year as railways or electrification, but cumulatively significant.
Artificial Intelligence (2020s-2025): Still too early in the boom to really compete against the previous booms in total size. But given enough time, it may rocket up this list.
So ranked by share of private investment: Railways are likely top; electrification and automobiles strong contenders; IT/internet obviously a modern peak; AI is the most intense venture sector boom in history but not (yet) near overall private investment booms.
Some pre-industrial investment booms
I deliberately restricted my list to the industrial era because the further we go back, the less accurate and more difficult to find the data is. But this does not mean that investments booms have only occurred in the last few centuries.
Though the term “investment boom” usually conjures steel rails or silicon chips, earlier centuries had their own episodes where private capital concentrated intensely. They differed in scale, since national income was smaller and modern capital markets only partly developed, but the dynamics—hope, speculation, innovation, disappointment—were already familiar.
One of the earliest was the Dutch East India Company (VOC), founded in 1602. The VOC was the world’s first publicly traded corporation, and its shares traded on the Amsterdam Stock Exchange. At its height, VOC capital stock exceeded 6.5 million guilders, far larger than the capital of competing companies and equal to the annual budget of some European states. Or measured another way, the VOC worth more than Apple, Microsoft, Amazon, ExxonMobil, and Berkshire Hathaway combined.
This was not investment in “infrastructure” in the modern sense, but a single sector—long-distance maritime trade and colonization—absorbed the lion’s share of private financial capital in the Dutch Republic, linking investors in Amsterdam to spices in the East Indies.
The 17th century also saw the “Canal Mania” in England, decades before the railways. Beginning in the mid-1700s and accelerating after the Duke of Bridgewater’s canal in 1761, private investors poured capital into canal construction. By the 1790s, Britain had a frenzy of canal joint-stock companies: capital raised for canals in some years approached several percent of national income, absorbing a major share of the investable funds of the landed and mercantile classes. Many projects delivered handsome returns, lowering coal transport costs and fueling early industrialization, while others collapsed in financial failure.
The 18th century’s South Sea Bubble (1720) is another classic episode. Though remembered as a financial scandal, it also represents a concentrated investment boom into a single enterprise, the South Sea Company. Investors across Britain—including aristocrats, merchants, and even servants—channeled their savings into the company, whose share price soared eightfold before collapsing. At its height, South Sea Company capitalization equaled a significant fraction of British GDP. The company itself never generated proportional trade profits, but the speculative boom demonstrated how private investors could be mobilized en masse around a sectoral story. (en.wikipedia.org)
France saw a parallel story in the Mississippi Bubble (1719–20), led by John Law’s Compagnie d’Occident, which was granted rights over trade and colonization in Louisiana. The company’s shares attracted immense private investment, and at its peak it rivaled the capitalization of the French state’s finances. Like the South Sea scheme, it ended in collapse, but during the boom private capital had flowed into a single speculative sector with unprecedented intensity. (en.wikipedia.org)
These examples show that the logic of investment booms—new technology, new geographies, or financial innovation promising transformative returns—long predated the industrial era. The VOC concentrated capital in global trade; canal mania channeled private wealth into transport infrastructure; the South Sea and Mississippi Bubbles epitomized speculative frenzies built around monopoly rights and new frontiers. Each involved private investment dominating national financial markets, absorbing a significant share of the limited investable wealth of their societies.
When compared to railways or IT, the absolute numbers are smaller, but relative to their economies, these pre-1800 booms were immense. They helped establish the very institutions—joint-stock companies, stock exchanges, tradable shares, bonds—that later enabled 19th-century railway and 20th-century industrial booms. They also reinforced the cultural memory of speculative bubbles and crashes, which later generations recalled during railway manias, dot-com frenzies, and today’s AI hype.
So there you have it. The list of the greatest investment booms in world history. Will AI shoot up to the top?
Bibliography
Here are a few interesting books on the topic that I found useful:
Odlyzko, Andrew. “The Railway Mania: The Finance of Railways in the 1840s.”
Chandler, Alfred D. Jr. The Visible Hand: The Managerial Revolution in American Business.
Metrick, Andrew. Venture Capital and the Finance of Innovation.
If you enjoyed this article, you should read for my From Poverty to Progress book series.