AI-driven automation for life sciences that simplifies complex operations and accelerates outcomes for sponsors, CROs, and trial sites across clinical, regulatory, supply chain, and finance functions. Modular Clinical Trial Operations platform (CTOps) with Smart Study Design, participant engagement, decentralized trials, eSource/eConsent, analytics and narrative generation, plus hyperautomation, DocuGenX document processing, regulatory bots, and AI chatbots for recruitment and visibility.