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Standard Cyborg

Winter 2015Inactive

Buid, test and deploy perception applications

Save
Standard Cyborg logo

Standard Cyborg

Winter 2015Inactive

Buid, test and deploy perception applications

Save
Company details

We are multiplying the potential of the real world by making computer vision accessible to all.

We create the cloud and edge tools that developers and non-developers require in order to build, deploy, and improve CV solutions quickly.

standardcyborg.com (YC W15)

Location
San Francisco, CA, USA
Founded
2015
Category
Machine Learning
YC Directory Pagestandardcyborg.com
Founder
  • JH
    Jeff Huber
    Founder/CEO
    X / TwitterLinkedIn

We are multiplying the potential of the real world by making computer vision accessible to all.

We create the cloud and edge tools that developers and non-developers require in order to build, deploy, and improve CV solutions quickly.

standardcyborg.com (YC W15)

Location
San Francisco, CA, USA
Founded
2015
Category
Machine Learning
YC Directory Pagestandardcyborg.com
Founder
  • JH
    Jeff Huber
    Founder/CEO
    X / TwitterLinkedIn

Pressure-test this opportunity

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On this page
  • Overview
  • Founding Story
  • Timeline
  • What They Built
  • Market Position
  • Target Customers
  • Market Size
  • Competition
  • Business Model
  • Post-Mortem
  • The vertical was defensible; the horizontal platform was exposed
  • Domain incumbents buy vertical capability
  • The founder was the largest return
  • Key Lessons
  • Sources

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Exec Briefing

Actionable insights

If you only have a few minutes to spare, here’s what investors, operators, and founders should know about Standard Cyborg (W15).

  1. Vertical depth is defensible; horizontal platforms atop devices are exposed. Standard Cyborg's prosthetics workflow was hard to replicate and had a natural buyer, while its 3D-platform SDK risked commoditization by Apple's native scanning.
  2. Domain incumbents buy deep vertical capability. Össur acquired the scanning-and-design technology to modernize its own prosthetics and orthotics operations — the likely best outcome for workflow-embedded software.
  3. Pick the bet with the firmer economics. The vertical had a clear value proposition and acquirer; the horizontal platform depended on a nascent ecosystem partly served by device makers — and the outcome followed the vertical.
  4. A focused first company can launch a bigger one. Jeff Huber's next venture, Chroma, became core AI infrastructure — the disciplined vertical 3D company was the precursor.

Overview

Standard Cyborg found real value in a narrow, unglamorous vertical — 3D scanning for prosthetics — while also chasing a broad "platform for 3D data" vision, and the vertical is what ultimately mattered. Founded in 2015 by Jeff Huber and Garrett Spiegel, the Y Combinator company built software to capture, design, and manufacture custom-fit products from 3D scans, used for prosthetics, orthotics, custom helmets, and facemasks.[3] Its Design Studio let practitioners scan a body part and design a precisely fitted device for 3D printing, modernizing a field that still relied on hand-casting plaster.[5]

In May 2020, Össur — a global prosthetics and orthotics leader — acquired Standard Cyborg's scanning and design technology, bringing the P&O-specific software in-house.[1] The company's broader ambition to be a horizontal platform for interacting with 3D data didn't become a standalone business, but its deep vertical work was valuable enough for a domain incumbent to buy. Fittingly, Jeff Huber went on to found Chroma, a leading AI-infrastructure company — another case of a capital-efficient first company launching a much larger second act.

Founding Story

Jeff Huber and Garrett Spiegel founded Standard Cyborg in 2015 and took it through Y Combinator's Winter 2015 batch.[8] The founding wedge was specific and compelling: prosthetics and orthotics are custom-fit products still made largely by hand, with a prosthetist casting a patient's residual limb in plaster and shaping a socket manually — a slow, artisanal, inconsistent process. 3D scanning, digital design, and 3D printing could modernize the entire workflow, making custom devices faster to produce and more precisely fitted.[5]

Standard Cyborg built exactly this: software to capture a 3D scan of a body part and design a custom device around it, partnering with manufacturers like TriFusion Devices to 3D-print the results.[4] Alongside this vertical focus, the company also articulated a broader vision — a complete platform for interacting with 3D data, an SDK to power 3D scanning and perception applications far beyond prosthetics, riding the arrival of depth sensors in consumer devices.[6] That dual identity — a deep vertical tool and a horizontal 3D platform — defined both the company's ambition and its eventual outcome.

Timeline

  • 2015: Standard Cyborg founded by Jeff Huber and Garrett Spiegel; joins Y Combinator (W15).[8]
  • 2016–2019: Builds 3D scanning and design software (Design Studio); focuses on prosthetics/orthotics and partners on 3D printing.[4]
  • 2019: Articulates a broader 3D-data platform vision.[6]
  • May 2020: Össur acquires the scanning and design technology for prosthetics and orthotics.[1]

What They Built

Standard Cyborg's core product was software to turn a 3D scan into a manufacturable custom-fit device. A practitioner captured a scan — using depth sensors, including those newly available on consumer devices — and the software let them design a precisely fitted product (a prosthetic socket, an orthotic, a custom helmet) that could then be 3D-printed.[5] Design Studio was a verticalized 3D solution used globally for exactly these custom products.[3]

The company also built toward a horizontal 3D-data platform — an SDK and tools for developers to build 3D scanning and perception applications, betting that 3D capture would become ubiquitous as depth cameras spread to phones and tablets.[6] These two directions had very different competitive dynamics. The vertical prosthetics workflow was deep, defensible, and tied to a specific industry's real pain; the horizontal platform was exposed to the device makers — especially Apple, whose ARKit and TrueDepth/LiDAR increasingly provided 3D scanning capabilities natively — and lacked a single large market to anchor it in that era.

Market Position

Target Customers

Standard Cyborg's clearest customers were prosthetics and orthotics practitioners and manufacturers seeking to digitize custom-device production — a real, underserved, high-value niche.

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