Random Forest VC

Random Forest VC is a boutique early-stage venture capital fund founded in 2018 and headquartered in Tel Aviv, Israel, focused exclusively on market-disruptive ventures built on artificial intelligence and machine learning technologies. The fund backs Israeli and Israeli-linked companies pursuing AI, machine learning, big data, and automation of human-labor workflows across 15 total investments to date. The fund was co-founded by Zeevi Bregman, Gideon Bar Sinai, and Michael Kerbis, each of whom served as pioneering executives at organizations where machine learning was central to their success. Random Forest writes checks typically between $300,000 and $700,000 with effective follow-on capacity up to approximately $1 million, investing from idea stage through seed with selective Series A participation. The fund maintains a follow-on ratio of approximately 1.25. An in-house algorithm team evaluates deep technical claims and supports portfolio companies post-investment — a meaningful differentiation from generalist funds that lack the internal technical depth to assess early-stage AI architectures. Notable recent portfolio investments include QbiqAI (generative AI for real-estate layout design, which raised a $10 million Seed in September 2023 and a $16 million Series A in January 2025), Quai MD ($3 million pre-seed in July 2024; AI clinical best-practices platform), Eyecuracy ($1.3 million Seed in January 2024; AI-powered eye tracking), and FeelBetter ($5.9 million SAFE in July 2023; polypharmacy patient management). The broader team of co-founders and investment partners actively mentors portfolio companies alongside capital deployment, bringing hands-on domain expertise in machine learning systems. Random Forest's narrow vertical focus and technical evaluation capability give it conviction in deals that broader funds may struggle to underwrite accurately.