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Screening Simulator

Find screening gaps
before your trial starts.

Most screen failures aren't random they're systematic. Rightview simulates your screening process against your actual protocol, using AI-driven coordinator-patient dialogues to reveal which criteria your team consistently misses before a single patient is enrolled.

Protocol Ingestion

Start with your protocol PDF. We handle the rest.

Upload your protocol document and Rightview extracts every inclusion and exclusion criterion structured, labeled, and ready for simulation. Edge cases are automatically generated around boundary conditions where coordinators are most likely to make errors.

  • Full inclusion and exclusion criterion extraction from protocol PDFs
  • Structured output: criterion ID, text, required patient fields
  • Automatic edge case generation for boundary-condition criteria
  • Supports complex multi-cohort protocols
Screening Simulation

Simulate 50 coordinator-patient screenings per run.

Rightview runs AI-driven dialogues between a simulated coordinator (who knows your protocol criteria) and a simulated patient (who answers truthfully but doesn't volunteer information). Each conversation ends with an enroll or reject decision evaluated against ground truth.

  • 50-patient pool per run: 30 realistic profiles + 20 targeted edge cases
  • Multi-turn conversation simulation with early disqualification logic
  • Patients don't volunteer information coordinators must ask
  • Ground truth evaluation runs independently of the conversation
Gap Analysis

Know exactly which criteria your team misses and why.

Every screening decision is classified: correct, missed, wrong reason, or false rejection. The report identifies your top missed criteria, distinguishes between criteria that were never asked versus asked but not enforced, and flags ambiguous protocol language that creates regulatory risk.

  • Coordinator catch rate and predicted screen failure rate per protocol
  • Criterion-level breakdown: never asked vs. asked but boundary missed
  • Regulatory risk flags where coordinators cite the wrong reason
  • Actionable training recommendations per missed criterion
Get Started

Run a simulation on your protocol.

Share your protocol PDF. We'll run a full screening simulation and deliver a gap analysis report showing where your process breaks down.

Request a Simulation