Thrive Holdings, the OpenAI-linked spinout that buys traditional businesses and rebuilds their workflows with AI, raised $2 billion at a $12 billion valuation from SoftBank, D1 Capital, Altimeter, and others. TechCrunch reports the firm already runs accounting platform Current and IT platform Shield across more than 70 businesses, citing high-accuracy TaxAI returns and much faster help-desk resolution. Fresh capital will fund a third platform aimed at regulatory and permitting work for physical infrastructure. OpenAI took a stake in December 2025 and embeds staff to speed adoption. Terms beyond the headline raise were not disclosed, and returns outside the cited pilots remain hard to audit.