Filed Aug. 14, 2025

Serial No. 99337416

Examining Attorney JOSEPH RAPHAEL BECKER

Class Software as a service (SaaS) services featuring software using artificial intelligence to improve the design and operational efficiency of clinical trials by means of generating actionable insights, predictions, and workflow automation; Software as a service (SaaS) services featuring software using artificial intelligence to extract structured and unstructured data from clinical trial protocols to create, de-identify, encrypt, standardize and tokenize machine readable data; Software as a service (SaaS) featuring software for use in providing a data clean room enabling researchers to securely access and analyze digitized clinical trial protocol data; Software as a service (SaaS) services featuring software using artificial intelligence to optimize clinical research protocols and study feasibility by benchmarking a given protocol against the operational outcomes of similar past protocols; Software as a service (SaaS) services featuring software using artificial intelligence that enables researchers to engage in predictive planning to model the budget, timeline, enrollment, site performance, and investigator trends in clinical research; Software as a service (SaaS) services featuring software using artificial intelligence to automate Institutional Review Board (IRB) workflow for submission validation, conversational guidance and digital protocol delivery; Software as a service (SaaS) services featuring software using artificial intelligence to enable research study startup workflows that digitize artifacts, research site communications, predictive planning, and regulatory tracking for accelerated initiation of research sites; Software as a service (SaaS) services featuring software using artificial intelligence and integrated workflow automation to plan, track, and manage clinical trial operations at research sites effectively with real-time visibility to identify opportunities for further efficiency; Providing temporary use of online non-downloadable chatbot software using artificial intelligence to respond to natural language queries from researchers with charts, summaries, and follow-up prompts; Software as a service (SaaS) services featuring software using artificial intelligence to create research data visualizations that automatically generate dashboards, graphing, and charting for evidence-backed insights; Software as a service (SaaS) services featuring software using artificial intelligence to forecast and recommend actions that enable researchers to improve the design, planning, and execution of clinical trials; 100; 101

Case Type Service mark