“Can an open-source vector database become the default AI infrastructure layer for enterprise search, RAG, and agentic AI workloads?”
Weaviate began as an open-source vector database project, establishing itself as foundational AI infrastructure for semantic search and RAG pipelines. It transitioned to a cloud-managed SaaS model (Weaviate Cloud) with tiered pricing billed through Stripe, targeting enterprise AI builders. In 2025 the company expanded beyond the core database with agentic AI services, positioning the platform as a full stack for search, RAG, and autonomous AI agents.