From Dresses to Data: Laws of Motion's Pivot to AI Sizing Dominance

NEW YORK, NY – July 10, 2026

Laws of Motion, a brand celebrated for its size-inclusive, zero-waste womenswear and proprietary technology, is making a move that seems counterintuitive on the surface: it’s shutting down its popular apparel line. But this isn't a story of retreat. It's a strategic offensive. The company announced today it will sunset its direct-to-consumer (DTC) brand this month to focus exclusively on what has always been its core asset: scaling its 'sizing superintelligence' across the entire apparel industry.

A Calculated Pivot from Incubator to Industry Force

The apparel brand, launched in 2019, was never the endgame; it was the laboratory. For seven years, Laws of Motion operated as a hybrid tech and fashion company, using its own clothing line as a real-world incubator to build and refine its powerful AI sizing engine. This calculated strategy allowed the company to gather immense amounts of data and gain critical insights that a pure-play software firm might never discover.

"Incubating our sizing technology in its own apparel brand provided unique insights that simply wouldn't have been possible otherwise," says Founder and CEO, Carly Bigi. Every product launch, every customer quiz, and every piece of feedback served as fuel for the AI, strengthening the underlying intelligence that now powers the B2B platform. "These learnings are the foundation that makes Laws of Motion a necessary solution for apparel brands and their customers," she adds.

With the technology now battle-tested and validated by its own commercial success, the company is making a decisive shift. The move represents a graduation from a successful pilot program to a full-scale industrial rollout. On the back of what she describes as exponential growth in the technology licensing side of the business, Bigi explains, "it's time to fully focus on scaling Laws of Motion's technology."

Tackling Fashion's Billion-Dollar Sizing Crisis

To understand the magnitude of this pivot, one must understand the crisis Laws of Motion aims to solve. The global apparel industry is grappling with a massive, costly problem: returns. Industry analysis reveals that online apparel return rates hover around 24.4%, a figure that has surged by over 50% since 2020. The primary culprit is poor fit, which accounts for nearly 40% of all returns as customers resort to 'bracketing'—ordering multiple sizes of the same item with the intent to return most of them.

This isn't just an inconvenience; it's a colossal drain on resources. Each return can cost a retailer between $21 and $46 in shipping, processing, and restocking fees, culminating in a multi-billion-dollar hit to the industry's bottom line. The environmental toll of this reverse logistics chain—from carbon emissions to the mountains of un-resellable garments ending up in landfills—is equally staggering. Furthermore, a customer who returns an item due to poor fit is 40% less likely to shop with that brand again, eroding long-term value.

This is the battlefield where Laws of Motion plans to deploy its superintelligence. The company’s platform, which predicts a user's body measurements with a claimed 99% accuracy, aims to re-engineer the economics of e-commerce. It reports that its technology drives up to 20X higher conversion rates and a staggering 70% reduction in returns by giving customers the confidence to order the right size the first time. For some of its early brand partners, the company claims return rates have plummeted to less than 1%—a figure that seems almost revolutionary in the current retail climate.

The 'Apparel Incubator' Advantage

Laws of Motion’s unconventional origin story is its greatest strategic asset. While most B2B tech firms build a product and then search for clients, Laws of Motion effectively built a client for itself first. This 'learn by doing' approach allowed it to bypass theoretical development and dive straight into the practical complexities of fitting real bodies.

This created a powerful data flywheel: the DTC brand provided the body measurements and fit feedback needed to train the AI, which in turn improved the fit of the apparel, leading to more satisfied customers and even more granular data. This real-world validation is a potent differentiator in a crowded market. It also helps explain the company's remarkable early growth, where it reportedly generated its first $40 million in revenue after raising only $2 million in pre-seed funding, long before its recent $5 million seed round.

Navigating a Crowded Field of Digital Tailors

Laws of Motion is not alone in its quest to solve the sizing puzzle. The AI sizing space includes established players like True Fit, which leverages a massive database of purchase history, and other technology-driven firms like Bold Metrics and 3DLOOK, which use surveys or photo-based body scanning. However, Laws of Motion's unique incubator model, combined with its impressive performance metrics, carves out a distinct position.

Its pay-for-performance licensing model is another compelling differentiator, aligning its financial success directly with its clients' profitability and de-risking technology adoption for brands hesitant to invest in unproven solutions. This strategy is clearly resonating. The technology is already licensed by a roster of respected global brands, including Alice + Olivia, ALC, Simkhai, Nour Hammour, and the Australian swimwear brand Bondi Born, demonstrating its perceived value across different apparel categories.

The Future is Fit: Scaling a 'Rising Tide'

With a fresh $5 million in seed funding led by Corazon Capital, Laws of Motion is now fully capitalized to pursue its singular B2B vision. The company's mission has evolved from empowering women through its own apparel to empowering the entire industry to do the same. Bigi frames this as a more impactful, holistic vision. "We believe in being a rising tide, and empowering every brand – not just our own – with the intelligence to deliver better fit experiences," she states.

The focus is now on replacing the industry's "outdated assumptions" about standardized sizing with dynamic systems built on "real-world body data." The sunsetting of the Laws of Motion apparel line is not an ending, but a powerful declaration of intent. It marks the moment a successful case study transforms into an industry-wide platform, signaling a clear bet that the future of fashion lies not just in the clothes we wear, but in the intelligence that ensures they fit. As Bigi concludes, "Laws of Motion's apparel brand fulfilled its purpose. Now it's time to transform the industry at scale."