Evidence from the record · What it means for leaders
Xerox
One business model, and everything had to fit it.
The hole in the middle
Xerox is the only organisation in this series with a gap in Wave Two and strength on either side of it.
Its core business was dependable to a degree few companies reach. Its research centre produced, in roughly a decade, the personal computer, the graphical interface, the office network, the laser printer and much of what modern computing assumes. That is Wave One and Wave Three, both working.
What sat between them was a single business model, and everything had to fit it. What fitted became enormously profitable. What did not walked out of the building — usually with Xerox’s blessing and a licence in its pocket.
Before the familiar version takes over
Two corrections to the legend
Xerox did commercialise PARC’s work. The laser printer became a multi-billion-dollar business for the company. The idea that nothing was captured is simply false.
And most of what left failed. Of thirty-five spin-off ventures studied, twenty-four achieved little. This is not a story about a company that let thirty-five fortunes slip. It is a story about which eleven succeeded, and why.
The record in numbers
PARC generated an extraordinary flow of technology. The results were not universally successful—but the ventures that did work became collectively more valuable than Xerox itself.
Palo Alto Research Center established
Spin-off ventures examined in a key academic study
Of those ventures were given a technology licence by Xerox on departure
Combined value of the successful ventures compared with Xerox itself
What happened
Notice that the company begins with a Wave Two triumph—and then never has another.
The business model that made the company
A small firm commercialises copying technology rejected by larger companies. Its breakthrough is not only the machine, but the model: lease it and charge customers for every copy they make.
It becomes one of the twentieth century’s most successful business-model innovations.
The sanctuary is built—properly
Xerox establishes the Palo Alto Research Center in California, far from its headquarters. It is generously funded, staffed with exceptional people and given the freedom to invent the office of the future.
And it works
PARC develops a working personal computer with a graphical interface, a local-area network, the laser printer, object-oriented programming and much of the architecture modern computing now assumes.
In less than a decade, it produces the shape of the next forty years.
The one that fitted
Xerox brings the laser printer to market as a large, expensive machine leased to corporate customers and maintained by its existing service organisation.
It fits the established business model—and becomes a multi-billion-dollar business.
The ones that didn’t fit leave
Researchers depart to commercialise networking, page-description software and other technologies developed at PARC. Xerox frequently licences the technology to them.
These are often managed departures, not acts of theft.
The leap that landed in the wrong shape
Xerox launches a workstation costing around $17,000. A small three-user system, including its network and printer, costs more than $100,000.
It is a closed, proprietary system aimed at large corporations and sold through the company’s direct sales force. It does not sell.
The long decline
Competitors take increasing control of the copier market. Xerox passes through an accounting scandal, a near-death experience, a turnaround, a demerger and a failed acquisition attempt.
The research centre had seen much of the future. The company built very little of its future around what the centre had seen.
Same lab, same decade, two inventions
This is as close to a controlled experiment as business history offers. Two technologies, from the same building, at roughly the same time, invented by people working alongside each other.
The laser printer
It fitted
- Large, expensive machine
- Leased, serviced and charged per page
- Sold to corporate buyers
- Fitted the existing model exactly
Billions—for Xerox
The personal computer
It fitted nothing
- Small, cheap and sold in large numbers
- Sold outright using open standards
- Sold to individuals
- Fitted nothing Xerox already had
Billions—for others
The difference was not the quality of the invention, the talent behind it or whether anyone at Xerox understood its potential. It was whether the company had a way to sell it.
The consequence for how we read this case
Perception was never the problem
The comfortable version of this story is that Xerox’s executives were blind to what they had. The comparison above makes that untenable: they saw the laser printer perfectly well and built an enormous business from it.
What they lacked was not vision. It was a second way of making money.
What the thirty-five tell us
The strongest evidence in this case is not anecdote. It is a study of every significant venture that left Xerox PARC—and what became of them.
Outcomes of 35 Xerox PARC spin-off ventures
Little business success
The large majority of the ventures created little commercial value.
Substantial value created
Each succeeded through a business model materially different from Xerox’s.
Given a licence by Xerox
Most departures were managed by the company—not accidental.
The combined market value of the eleven successes came to roughly twice the market value of Xerox itself.
The finding inside the finding
Every success changed the model
The eleven that created substantial value did so under business models that differed substantially from Xerox’s. The ones that failed did comparatively little searching for a model at all.
The variable separating success from failure was not the technology, which in every case came from the same laboratory. It was whether the venture found a new way to be paid.
That is a precise, evidenced statement of what Wave Two actually is.
The trap is that the model was brilliant
Xerox exists because of a business-model innovation.
Larger, better-resourced companies looked at the underlying copying technology and declined it. Xerox recognised that the machine was too expensive to sell and too valuable to ignore—and solved the problem by leasing the machine and charging customers for every copy.
That single idea built the company. It was also the instrument the company then used, for the next thirty years, to evaluate everything else.
The academic finding, stated precisely
“A business model constrains the subsequent search for new, alternative models.”
Chesbrough and Rosenbloom, Industrial and Corporate Change, 2002. They describe this as an implicit cognitive dimension: the model shapes what the organisation is able to perceive as valuable, not merely what it chooses to pursue.
The pattern to recognise
Your model is a pair of spectacles you forgot you were wearing
A business model is not a document. It is the set of assumptions about who pays, how much, how often, through what channel and for what. Once it works, it becomes invisible—it stops being a choice and becomes simply how business is done here.
An opportunity that requires a different answer to any of those questions will not look like a bad opportunity. It will look like something that isn’t really for us.
What was missing
The Shortboard model describes twelve attributes an organisation builds across three waves.
Wave One is Lean Dependability—the ability to do what you say you will do, honestly and without drama. Wave Two is New Growth. Wave Three is Perpetual Relevance.
The waves are cumulative. Wave Two capabilities built on a hollow Wave One do not hold, because there is nothing underneath them to take the weight.
No other case in this series produces this shape: strength above and below, with a hole in the middle.
Dependability
Scrappy
resourcefulness
Using available resources intelligently and refusing to let unnecessary cost become the answer.
Healthy
conflict
Surfacing disagreement early so that evidence can improve decisions before action is taken.
Ruthless
consolidation
Removing duplication and distraction so energy remains focused on what matters most.
Distributed
ownership
Placing authority close to the knowledge so people can act without waiting for permission.
Continuous
reinvention
Repeatedly replacing successful propositions before external change makes them obsolete.
Structural
fluidity
Reshaping teams, capabilities and routes to market around new opportunities as they emerge.
Strategic
optionality
Maintaining multiple small, testable routes to growth instead of depending on one answer.
Platform
thinking
Building open, reusable capabilities that allow other products, partners and services to grow.
Relevance
Pioneer
sanctuaries
Protecting people and ideas from the demands and assumptions of the existing organisation.
The awe-driven
mindset
Meeting uncertainty with curiosity and ambition rather than attempting to suppress it.
The pioneer’s
leap
Turning a future-facing possibility into a committed move before certainty is available.
Supply-driven
optionality
Creating possibilities before demand is proven and allowing new markets to form around them.
Does this break the cumulative logic?
No. It demonstrates it.
The model says the waves are cumulative. Xerox appears to violate that by having Wave Three capability without Wave Two—until we separate capability from outcome.
Xerox had every Wave Three input: the sanctuary, the mindset and the capacity to build for demand that did not yet exist. It obtained almost no Wave Three outcome. The leaps landed—just not inside the company that funded them.
Wave Three without Wave Two is philanthropy.
The four Wave Two gaps
All four describe the same absence from different angles: no second way of doing business.
Structural fluidity
Selling a personal computer required a different sales force, different pricing, different support and different customers from leasing copiers. Xerox could not reshape itself into an organisation capable of doing both, so it attempted the new thing using the old shape—which is why the workstation was sold as a hundred-thousand-dollar corporate system.
Strategic optionality
The company held one model and held it completely. There was no portfolio of ways to be paid, no small experiments running under different economics and nothing in reserve for a technology that earned money differently. One model is not a strategy. It is a dependency.
Platform thinking
The workstation was closed and proprietary, with no option to use third-party equipment or software. The competitors that took the market built open systems others could extend. Xerox had invented the network that would connect such a world—and then declined to participate in one.
Continuous reinvention
The model that built the company in 1959 was still the model in 1985. Thirty years passed without a serious attempt to find another way of being paid—in an organisation whose own research was demonstrating weekly that other ways existed.
In a company whose founding act was one of the great business-model innovations.
Having done it once is not the same as being able to do it again. A model you invented becomes, over time, indistinguishable from reality.
Forty years of consequence
The company did not collapse when the workstation failed. Nothing so clean.
Japanese competitors took the copier market on cost and reliability. The core business, magnificent for two decades, became a commodity.
An accounting scandal at the turn of the century led to a large regulatory settlement and a restatement of years of results. A near-death experience followed, then a genuine and widely admired turnaround, a demerger and finally an attempt by a much smaller company to acquire it.
Competitors take the copier market on price and reliability.
An accounting scandal, restatement and regulatory settlement bring the company close to bankruptcy.
Xerox splits in two, separating its services operation from its document-technology business.
The research centre is transferred to a non-profit institute.
That last step is the one to sit with. The laboratory that produced the personal computer, the graphical interface and the office network was, half a century later, an asset the company no longer had a use for.
The thing to carry away
The invention was never the scarce resource
Xerox had more genuinely valuable new technology than almost any organisation in history, and it was not enough—not because the ideas were wrong, but because there was only one set of commercial terms available to carry them.
If your organisation has ever complained that it has no shortage of good ideas, this is the study for you. The shortage is rarely ideas. It is usually models.
The shortage is models, not ideas
An organisation can only see the value in ideas that earn money the way it already does.
This is the quiet reason most innovation programmes disappoint. They are aimed at the supply of ideas, which is almost never the binding constraint.
The constraint appears when every idea, however good, is eventually assessed by people asking how it will be priced, sold, supported and booked—and those questions have only one acceptable set of answers.
Anything requiring different answers does not get rejected. It gets quietly reclassified as “not really our sort of thing”, which is much harder to argue with.
Three questions for your own team
What is the one business model everything here has to fit—and when did we last write it down?
When we last dropped a good idea, was it weak—or did it earn money the wrong way?
What would we have to become to sell something that is not priced like our current product?
If you only take one thing
Run one thing on different terms
Not a new product. A new way of being paid—a subscription where you sell outright, a licence where you sell a service, or a small open offer where you sell closed systems. Keep it small enough not to matter and real enough to learn from.
The capability you are building is not the offer. It is the organisational muscle required to operate two economic logics at once—and it cannot be acquired in the year you discover you need it.
How we know this—and what we don’t
This is the oldest case in the series and the one with no investigatory record at all. It earns its place on a different basis.
What makes this strong
A peer-reviewed study examined all thirty-five significant spin-off ventures, with their outcomes counted rather than selected.
That matters enormously. Studying the successes and failures together avoids assembling a lesson from only the memorable cases.
Product specifications, prices and launch decisions are documented in the commercial record and are not in dispute.
What to hold lightly
There was no inquiry, judgment or regulator. Nothing here was compelled or cross-examined.
Much of the popular account rests on participant memoirs written decades later by people with reputations bound up in the story.
This case has been told so often that a tidy legend now exists—and tidiness is a warning sign. Parts of that legend, including the claims that Xerox captured nothing or that its executives could not see what they had, are demonstrably wrong.
The honest limit
Fifty years is a long time to reason across
The link between decisions made in 1981 and a company’s position in 2023 involves many other causes: competitors, an accounting scandal, macroeconomics and several different leadership teams.
Take the business-model finding as well evidenced and specific. Take the long arc of decline as context rather than something this study has proved.
Sources
Henry Chesbrough and Richard S. Rosenbloom, “The Role of the Business Model in Capturing Value from Innovation: Evidence from Xerox Corporation’s Technology Spin-off Companies”, Industrial and Corporate Change, 11(3), 2002; Harvard Business School Working Paper 01-002; Xerox product documentation and pricing from the period; and contemporaneous and subsequent accounts of the Palo Alto Research Center.
Eleven of those ideas
became worth twice
the company.
All eleven
had to leave
to do it.
Subscribe to Notes from the Water
Our weekly newsletter brings readers the latest insights, studies, and observations relating to institutional judgement and the business design