实时临床操作敏捷性：Citeline人工智能解决方案的优势

Once a clinical trial is under way, strategies often must shift to accommodateoperational challenges and changes in the market. Citeline’s operationalinsights — built upon a solid foundation of gold-standard data andtechnology enhanced by AI — keep teams nimble and confident. Use Case| ClinOps Agility in Real Time:The Strength of Citeline’s AI-enabled Solutions The Challenge A sponsor’s clinical operations team is managing the execution of its ongoing Phase IIItrial in nociceptive pain. To do so, they need to: Forecast site activation Monitor resource allocation Track competitive activity Use Case| ClinOps Agility in Real Time:The Strength of Citeline’s AI-enabled Solutions Our Approach Forecast activation by monitoring site and investigator workload1 ThroughSitetrove+, the sponsor can visualize site capacity, historical performance,and patient availability by region. Sitetrove+judiciously employs AI to syncCiteline’s robust investigator data with proprietary datasets — includingperformance data, claims data, journals, publications, payments, NIH grants,profiles/CVs, and more. The sponsor can also compare study sites by capacity, experience, and trialperformance using Citeline’s proprietarySite Compare Tool, unique to Sitetrove+. With Sitetrove+, the sponsor is able to more precisely forecast site andinvestigator activation for its trial. This can keep the study on track withintelligence from site profile/investigator engagement trends and trial activitylandscape by organization. Use Case| ClinOps Agility in Real Time:The Strength of Citeline’s AI-enabled Solutions Track performance indicators to adjust resource allocation Investigator SmartSelectincorporates a proprietary algorithm to sift throughmore than 530,000 investigators from over 190,000 global sites alongsideproprietary performance data to generate a list of investigators matching thesponsor trial’s specifications. By tracking key metrics on these investigators through Investigator SmartSelect— including patient population, investigator experience, and study analytics —the sponsor can better determine where it should allocate its resources. Use Case| ClinOps Agility in Real Time:The Strength of Citeline’s AI-enabled Solutions Contextualize operational data against global trial trends andtherapeutic competition3 Trialtrove+pairs AI with Citeline’s deep reservoir of historical trial data from morethan 60,000 trusted sources to provide visibility into global clinical trial trends. With Trialtrove+, sponsors can viewClinical Trial Trendsand insights across theTrial Activity Landscapeand use them to benchmark operational data andoptimize trial planning. Use Case| ClinOps Agility in Real Time:The Strength of Citeline’s AI-enabled Solutions Actionable Insights Identification of sites that are well-prepared for clinical trial activation A clear pathway for site andinvestigator resource allocation A comprehensive benchmark forinforming ongoing trial execution … all generated in atimely, cost-effectivemanner with Citeline’sworld-class data andAI savvy 6January 2026Copyright © 2026 Citeline, a Norstella c ompany. ( U nauthorized p h otocopying p rohibited.)Discover how you can harness the power of Citeline’sdata and AI to generate operational insights thatensure the success of your trial About Citeline Citeline, aNorstellacompany, powers a full suite ofcomplementary business intelligence offerings to meet the evolvingneeds of life science professionals to accelerate the connection oftreatments to patients and patients to treatments. These patient-focused solutions and services deliver and analyze data used todrive clinical, commercial, and regulatory related decisions andcreate real-world opportunities for growth. Citeline’s global teams of analysts, journalists, and consultantskeep their fingers on the pulse of the pharmaceutical, biomedical,and medtech industries, covering them all with expert insights: keydiseases, clinical trials, drug R&D and approvals, market forecasts,and more. For more information on one of the world’s most trustedhealth science partners, visitCitelineand follow onLinkedInandX.