SIZED — Building Infrastructure with the Right Partners
Accurate sizing at scale depends on the technology stack beneath it. Why SIZED partners with depth-sensing leaders like Orbbec to make measurement repeatable, every day.
When people look at SIZED, they often see the AI, the body scanning, or the promise of accurate sizing.
But what really makes systems like ours work at scale is something less visible: the technology stack and the partners behind it.
At SIZED, we are building what we believe is the measurement infrastructure layer for uniforms and workwear. That means the system has to work in real operational environments: retail floors, distribution centers, and large enterprise uniform programs. Precision cannot be theoretical. It has to be repeatable, every day, at scale.
That kind of reliability is never built alone. From sensors to compute to AI, infrastructure systems depend on deeper collaboration with industry experts and partners who are leaders in their own domain. The quality of the data determines the quality of the outcome. When the goal is accurate digital body measurement, the underlying 3D vision technology matters enormously. This is why we work with global technology partners like Orbbec.
Building reliable measurement infrastructure requires more than software alone. It depends on the quality of the underlying sensors and the data they generate. High-precision depth sensing is fundamental to enabling our AI models to interpret body morphology accurately in real-world environments.
We’re grateful to our partner Orbbec, who recently published a business case on their collaboration with SIZED. Their depth-sensing technology has been instrumental in enabling the high-quality 3D data that powers our scanning system and allows our AI to produce precise body measurements from fully clothed users.
It’s a good illustration of what building new infrastructure actually looks like. Multiple layers working together with trusted partners are what makes it possible to deliver reliable, state-of-the-art solutions that industries can truly depend on.
For the apparel and workwear sector, this matters. Improving sizing accuracy is not just a customer experience challenge, it is an operational one. Better measurement infrastructure reduces returns, improves inventory planning, and ultimately contributes to a more efficient and sustainable industry. All these leading to cost savings and satisfied customers.
