OCR 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.

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.

Klooks is a Brazilian fintech company that structures unstructured financial data from PDFs and accounting systems into standardized formats for banks, private equity firms, and data aggregators. Operating with three revenue streams (60% data-as-a-service, 20% SaaS, 20% services), the company has grown 100% year-over-year from $25k to $50k+ MRR while remaining bootstrapped with a 35-person team focused on data quality and engineering.