Computer vision Startups

iRobot was founded by Colin Angle with a vision to advance robotic technology, spending over a decade building military and toy products before the Roomba robot vacuum created an entirely new consumer category. The Roomba became a cultural icon with tens of millions of units sold, but the company eventually hit a wall when a $1.7 billion acquisition deal with Amazon fell through, leading to stagnation and decline.

Orangewood Robotics is a hardware startup that trains general-purpose robotic arms to perform high-value industrial tasks like powder coating, painting, welding, and pick-and-pack operations. The company leverages affordable, programmable robotic arms (similar to how the iPhone became a platform) and writes specialized software to teach them different manufacturing processes. They rent their services to industrial clients for around $500/day, offering reliability and consistency that beats manual labor.

World Labs, founded by renowned AI pioneer Fei-Fei Li, launched Marble, the world's first generative model that creates navigable and interactable 3D worlds from text and image prompts. Building on decades of foundational AI research (ImageNet, computer vision), the company positions spatial intelligence and world modeling as essential complements to language models for robotics, embodied AI, and creative applications. Early adoption shows 40x production speedup in virtual production for VFX/movies, with expanding use cases in game development, robotic simulation, and psychology research.

Jumeo is a SaaS platform providing trusted identity verification services (ID verification, identity verification, and document verification) primarily for merchants in the sharing economy, fintech, and online gaming sectors. Founded in 2013 and led by CEO Stephen Stude since 2015, the company has raised $60 million and serves 350-400 customers across 40 countries with a 1,500-person team. Growing 46% year-over-year, Jumeo processed 26 million identity verifications in 2016 and is on track to exceed 30 million in 2017.

Vik Singh and Danny Ryan are building an AI-powered automation platform in stealth mode that applies self-driving car vision technology to automate computer tasks and business processes. Their first killer application is automating expert research and due diligence by replacing expensive consulting firms, helping companies find and schedule meetings with target contacts at a fraction of the cost. They have tens of customers including companies with over $10 billion in capitalization, bootstrapped with personal capital from previous acquisitions, and are considering raising capital in the near future.

DID is a SaaS platform founded in 2017 by Gil Perry and co-founders Eliran Kuta and Sela Brondheim that started in privacy/face recognition protection before pivoting to an AI face platform for creating synthetic videos for media and entertainment. The company has raised $24 million, serves dozens of enterprise customers with ACVs exceeding $100,000, and recently launched with MyHeritage which generated 80 million API calls in two months. With a team of 24 (14 engineers) and strong inbound demand from PR success, DID is positioned to scale further and raise another round of funding.