Filed Aug. 14, 2025

Serial No. 99337423

Examining Attorney SAIMA MAKHDOOM

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 for use in the field of clinical research; 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 in the field of clinical research; 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 in the field of clinical research; 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 for use in the field of 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 in the field of clinical research; 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 in the field of clinical research; 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 in the field of clinical research; 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 in the field of clinical research; 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 in the field of clinical research; 100; 101

Case Type Service mark