Summary
Databricks has secured a $188 billion valuation following a new funding round led by Coatue, further cementing the company's successful pivot from a traditional big data SaaS firm to a prominent AI infrastructure provider. This latest financial milestone follows a series of significant capital raises over the past eighteen months. Central to Databricks' current strategy is its focus on AI agent management tools and the deployment of cost-effective open-weight models. Internal research conducted by the firm suggests that combining open-weight models like GLM 5.2 with efficient agentic harnesses can outperform proprietary alternatives in both cost and performance for enterprise coding tasks.