Undermind is built on a multi-step agentic search architecture that combines deep language model reasoning with scientific database retrieval. It goes beyond keyword matching by reading and evaluating full texts — not just abstracts — and autonomously following citation trails until coverage is deemed exhaustive. Its v1 search engine was benchmarked at 10x better results than Google Scholar, with continued improvements since.

The platform is deployed as a secure cloud SaaS with enterprise-grade encryption. It integrates with third-party AI model providers under strict data agreements guaranteeing no long-term data retention and no model training on customer inputs. Teams and enterprises gain access to an admin dashboard, SSO (sitewide organizational login), custom SLA/security reviews, and centralized billing.