Computer Vision Startups

Twitch Highlights was a SaaS tool that automatically analyzed live Twitch streams and created short highlight videos of the most interesting moments, inspired by NBA highlight reels. Two Israeli developers quit their jobs and spent 8 months building sophisticated computer vision algorithms to detect game victories and viewer engagement spikes, but ultimately failed because they couldn't build an audience or find beta testers, running out of savings without acquiring any paying customers.

Joe Coll is a 25-year-old founder who built Pulse, an AI-powered SaaS platform that predicts emotional responses to ad creative with 97% accuracy before publication. He bootstrapped the business with over £1.48 million of his own capital from his successful marketing agency (Oncore), which generates over £1M in revenue annually with 25 employees. With 50 users in beta testing and pricing ranging from £500-£5,500/month, Pulse is preparing to launch paid offerings and raise a Series A round in early 2022.

Artial is an AI-driven autonomy software platform for drones, founded by 24-year-old Igor Fali, a former AI tech lead in robotics and computer vision. The company raised $500,000 pre-seed (at a valuation under $5M) and is building software that adds intelligent obstacle avoidance and autonomous navigation to drone platforms for urban safety, inspection, and logistics applications. They're currently in their first customer deployment with a prominent US drone manufacturer, targeting 20-25 drones in real-world testing, with plans to hit $100,000 in total revenue by December.