Service Businesses That Scale
Review scalable service strategies such as standardized offerings, documented systems, and technology leverage for growth.
Contributions
Every accepted correction to this page is recorded with the exact change, so readers can see how the page improved over time.
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A review of the research and case-study sections of this article on scaling service businesses found that every specific empirical study attributed to real authors could not be verified against their actual published work, and several company case studies contained figures that did not match documented reality, including one claim about a company acquisition that directly contradicts the public record.
What the page claimedThe article attributed a specific '350 firms' productization study with detailed percentages to David Maister's real book Strategy and the Fat Smoker, which is actually about organizational execution rather than an empirical productization study. It attributed a specific 2022 Pepperdine University partnership study to John Warrillow that could not be verified anywhere. It cited a 'Win Without Pitching Census' report from Blair Enns and a 2018 longitudinal study from Michael Gerber, neither of which could be found in either author's real published work. In its case studies, it described Design Pickle as being acquired by a private equity firm in 2021, when the public record shows the opposite, Design Pickle was an acquirer during that period and later raised growth equity rather than being sold. It gave WP Curve a revenue figure well above its documented growth trajectory, cited specific proposal and client figures for the agency Barrel that could not be verified, and gave Bench Accounting's founding year and 2022 figures incorrectly while omitting the company's real December 2024 collapse.
What was correctedThe section now describes Maister's, Warrillow's, Enns's, and Gerber's real, general, well-documented views on service business scaling without the unverifiable specific studies attached to them. Design Pickle is now described accurately without the incorrect 2021 acquisition claim, WP Curve's growth is described using figures consistent with its documented trajectory, Barrel's unverifiable specific figures and client list have been replaced with an accurate general description, and Bench Accounting's description now includes its real December 2024 collapse alongside its earlier growth.
Why: Web searches for each cited study and case-study figure found either a real author or company with no matching evidence for the specific claim, or in one case, evidence that directly contradicts what was described. Since the underlying authors, companies, and general lessons about productized service businesses are real and well established, the sections were rewritten to correct or remove the specific inaccuracies rather than deleting the material outright.
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