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AI Is Just Another Excel: What the Spreadsheet Revolution Teaches Us About the Future of Work

“High school-trained secretaries are out; college-trained specialists are in.”
1985 U.S. Labor Market Report


Act I: A Quiet Revolution in Rows and Columns

In the mid-1980s, a silent but seismic shift transformed the modern office—not with a bang, but with a spreadsheet.

Microsoft Excel, launched for Windows in 1987, became the killer app of the business world. But its real impact began earlier, with VisiCalc and Lotus 1-2-3. For the first time, a single person with a PC could instantly recalculate an entire budget, payroll, or forecast that previously required teams of clerks and hours of labor.

What followed was nothing short of a revolution.

Between 1980 and 2000:

  • 400,000+ accounting clerk and typist jobs disappeared in the U.S.
  • The once-ubiquitous secretarial pool virtually vanished.
  • Data entry, stenography, and copy-typing roles were automated out of relevance.

Contemporary headlines warned of a white-collar collapse. A Washington Post article in 1985 proclaimed: “Computers Said to Zap Clerical Jobs.” The anxiety was real.

Sound familiar?


Act II: From Panic to Productivity

Here’s the plot twist most people forget: Excel didn’t destroy white-collar work—it transformed it.

While spreadsheets eliminated repetitive bookkeeping, they also created a boom in higher-skill professions:

Job Category 1987 2000 Change
Bookkeepers/Clerks 2.0M 1.5M ▼ -25%
Accountants & Auditors 1.3M 1.5M ▲ +15%
Financial Managers & Analysts 600K 1.5M ▲ +150%

(Source: Morgan Stanley / BLS)

Excel automated the arithmetic but amplified the need for insight. Suddenly, companies could run more forecasts, manage complex models, and analyze scenarios in ways that were previously cost-prohibitive. This didn’t kill demand—it supercharged it.

“There are more accountants than ever; they’re just outsourcing the arithmetic to the machine.”
— Tim Harford, The Financial Times

Spreadsheets became the language of Wall Street, the canvas of consultants, the go-to tool for entrepreneurs. They didn’t just eliminate jobs—they raised the skill floor for everyone who remained.


Act III: The AI Parallel

Fast forward to today. AI threatens to do what Excel did, but across an even broader spectrum:

  • Drafting memos and marketing copy
  • Designing presentations and websites
  • Analyzing data, even coding software

And once again, the fear is loud:

Will AI replace me?

But history has a message: we’ve been here before.

Like spreadsheets in the '80s, AI is poised to displace routine work while elevating roles that require judgment, creativity, and adaptability. This is classic skill-biased technological change—technology automates the mundane and rewards the human.

But let’s not romanticize it: transition is painful. Excel displaced clerical workers quietly through attrition and deskilling. AI may do the same to customer service agents, junior analysts, or copywriters. Not everyone becomes a prompt engineer overnight.

That’s why economists now call for investment in reskilling infrastructure, not just AI tooling. As one analyst put it:

“It’s cold comfort to a laid-off bookkeeper that accountant jobs are growing.”


Lessons From the Spreadsheet

  1. Automation doesn’t eliminate work—it reshapes it.
  • Excel eliminated typists but created power analysts.
  • AI might replace rote coders but empower systems architects.
  1. Productivity growth creates demand.
  • The faster we analyze, the more questions we ask.
  • Just like Excel multiplied the demand for models and reports, AI could fuel demand for personalized content, data-rich services, and new human oversight layers.
  1. Transition periods are messy.
  • Displacement often hides behind efficiency.
  • Workers need time, support, and training to make the leap.
  1. The best users of new tools become indispensable.
  • The spreadsheet didn’t kill the accountant—it made her more valuable.
  • AI won’t kill the writer or analyst who knows how to wield it.

Final Cell: AI Is Just Another Excel

So if you're staring down AI with fear in your heart, remember this: you've already survived a revolution like this.

The PC replaced the typewriter. The spreadsheet replaced the ledger. And now, AI is coming for the keyboard.

But in the hands of those who adapt, each wave of automation becomes a ladder—not a trapdoor.

AI isn’t the enemy. It’s just another Excel. And the future belongs to those who learn to use it.

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