The Algorithm That Fit Millions of Women
The Data-Driven Epiphany (2012)
Michelle Lam had a background in product management at Bain & Company and a frustration shared by millions: the bra fitting process was broken. In 2012, she launched True & Co with a proposition that sounded more Silicon Valley than lingerie: what if data science could solve the bra fitting problem?
The company's Fit Quiz — a series of questions about breast shape, spacing, and fit preferences — collected data points that traditional retailers never captured. Rather than reducing fit to a band-and-cup measurement, True & Co mapped the topography of how bras actually interacted with different body types. The algorithm learned from millions of quiz responses, continuously refining its recommendations.
Try Before You Buy
True & Co pioneered the at-home try-on model for intimates, predating similar programs from other brands by years. Customers received curated selections based on their quiz results, tried them at home, and returned what didn't work. The model removed the anxiety of the fitting room and the guesswork of online ordering in a single stroke.
The data from returns was as valuable as the data from purchases. Every returned bra provided information about fit failures that refined the algorithm further. True & Co was building a fit intelligence engine that grew smarter with every transaction.
The PVH Acquisition (2017)
In 2017, PVH Corp — the parent company of Calvin Klein and Tommy Hilfiger — acquired True & Co. The acquisition validated the data-driven approach to intimates retail and gave True & Co access to PVH's manufacturing and distribution infrastructure.
Under PVH ownership, True & Co expanded its product line and distribution while maintaining its core innovation: using data to match women with bras that actually fit. The True Body line — wire-free bras designed from fit data — became a bestseller at Target and through the brand's own channels.
Legacy of Innovation
True & Co's most lasting contribution may be philosophical rather than technological. The brand demonstrated that bra fitting was a solvable problem — that the right questions, asked systematically, could replace the subjective guesswork that had defined the category for a century.