Place the patient at the center of every trial decision

Patient Intelligence links real-world patient populations, treatment guidance and care journeys with Citeline’s trial, site and pipeline data.

One connected view, across patient and clinical intelligence

For sponsors and CROs, building a complete view of the patient has often required piecing together data from multiple, disconnected sources. Patient Intelligence brings those insights together.

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Real-world patient populations

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Standard of care and patient journeys

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Patient-to-provider-to-site mapping

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Patient access and proximity

Features

What you can do with Patient Intelligence

Patient Population

A real-time dashboard provides visibility into the PI and study sites alert activity, helping sponsors, CROs, and sites understand engagement, referral progression, and site-level performance.

  • Alert volume and site-level activity in one view
  • Referral progression from alert to screening
  • Performance reporting across participating sites
  • Feasibility
  • Geography
  • Epidemiology
Dashboard showing global non-small cell lung cancer incidence, rising from 2020–2025, with country rankings and a geographic bubble map.

Standard of Care

See the guideline-recommended treatment landscape for a given disease. Teams can check whether a proposed protocol reflects how patients are actually recommended to be treated today, by biomarker, therapy line, and region.

  • Regimens by biomarker and line of therapy
  • Regional variation in Standard of Care
  • Comparison of Standard of Care against real-world practice
  • Protocol Design
  • Eligibility Criteria
  • Control Arms
Clinical guideline dashboard for advanced lung cancer with EGFR exon 19 deletion/L858R, recommending lazertinib plus amivantamab-vmjw.

Patient Journey

Understand what happens to patients in the real world, from diagnosis through treatment decisions, line-of-therapy progression, and transitions in care. Patient Journey draws on de-identified US real-world data, including clinical notes, to surface detail often absent from structured claims or EHR data alone.

  • Real-world treatment patterns and care pathways
  • Staging, histology, and biomarker context from clinical notes
  • Providers treating relevant patient populations
  • Care Pathways
  • Clinical Notes
  • Provider Mapping
Dashboard showing patient demographics: gender, age, race, insurance type, and education distributions with counts and percentages.

Patient Access and Proximity

Built into Sitetrove and mapped to investigator and site records, this capability pinpoints countries and sites with higher volumes of clinically relevant patients. It also identifies US physicians near investigators who have access to the right patients for referrals.

  • Site prioritization by patient volume and proximity
  • Diversity enrollment support
  • Physician referral network identification
  • Site Selection
  • Diversity
  • Recruitment
US patient dashboard showing 531,037 patients, 10,546 investigators, racial demographics, and patient counts by state and city.

The patient layer of clinical intelligence

74B+
linked real-world data points
3B+
clinical notes
99.4%
patient linkage precision
>95%
clinician-validated extraction accuracy

Patient intelligence built for clinical planning

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A dedicated dashboard and integrated workflows

A dedicated dashboard that feeds into trial design, country and site selection, and recruitment planning, for one consistent view.

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Patient-to-provider-to-site mapping

Connects patients to the providers treating them and the sites that can reach them, including physicians with patient access, but no trial experience.

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Decision-grade real-world data

Claims, EHR, lab, prescription and clinical note data combined into a more complete patient record across therapeutic areas.

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Standard of Care alongside real-world practice

Guideline-recommended treatment shown alongside real-world practice, to spot underserved patients and recruitment challenges earlier.

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Rich insights from clinical notes

Disease-specific language models extract staging, histology, biomarkers and treatment rationale from 3B+ clinical notes to identify the right trial fit.

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Transparent, traceable insights

De-identified data with clear source visibility, and documented AI outputs so teams can see where every insight comes from.

Features

One connected view for every clinical planning decision

Patient Intelligence gives teams epidemiology, population projections, and Standard of Care context before a protocol is written. These patient insights sit alongside trial, site, and pipeline intelligence from Trialtrove, Sitetrove, and Pharmaprojects, so teams can evaluate the full picture in one place.
Standard of Care shows guideline-recommended regimens by biomarker and line of therapy. Teams can compare proposed criteria and control arms against Standard of Care for the relevant indication and region.
Patient Journey maps patient populations to the providers treating them, surfacing physicians with relevant patient access who may not appear in existing investigator or site records.
Patient Access and Proximity integrates demographic and diversity context into country and site planning, helping teams evaluate potential study geographies with patient representation data alongside historical trial experience.
Patient Intelligence dashboard showing NCCN lung cancer treatment guidelines and first-line targeted therapy recommendations.
COMPARE

Patient Intelligence alongside the Citeline platform

Capability Trialtrove / Sitetrove With Patient Intelligence
Clinical trial intelligence
Site and investigator intelligence
Global patient population and epidemiology
Standard of care by biomarker and line of therapy
Real-world patient journeys and treatment patterns
Clinical note insights (staging, histology, biomarkers)
Patient access and proximity mapped to sites
Pricing

Find the right solution for your team

Patient Intelligence is available as part of the Citeline platform. Speak to a specialist to discuss your indication, use case, and the right access for your organization.
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Frequently Asked Questions

Patient Intelligence is a Citeline capability that unites real-world patient populations, standards of care, and patient journeys with the trial, site, and pipeline intelligence of Trialtrove, Sitetrove, and Pharmaprojects. It is delivered through a dedicated dashboard and feeds into clinical planning workflows across the Citeline platform.
Patient Intelligence is powered by NorstellaLinQ, Norstella’s curated real-world data foundation. It connects open claims, EHR, lab and biomarker data, clinical notes, prescription data, and social determinants of health at the de-identified patient level. Open claims and lab data are refreshed weekly.
Patient Intelligence feeds directly into workflows across the Citeline platform. Patient population and Standard of Care context supports protocol planning and feasibility decisions in Trialtrove, and Patient Access and Proximity is built into Sitetrove and mapped to investigator and site records.
Patient Access and Proximity is built into Sitetrove and mapped to investigator and site records. It pinpoints and prioritizes countries and global sites with higher volumes of clinically relevant patients, supports diversity enrollment targets, and identifies US physicians near investigators who have access to the right patients for referrals.
Patient Intelligence uses de-identified real-world data throughout. Outputs include clear source visibility and transparency into AI-supported processes, so teams can trace where insights come from.

Speak to the Patient Intelligence team

Tell us about your indication and your trial goals. Our team will be in touch shortly.

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