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Willis eCOA · Endpoint quality

Endpoint quality monitoring

Willis eCOA ensures endpoint reliability by combining automated review with expert clinical oversight. WillisAI reviews 100% of clinical interviews and triages them for secondary review by our staff of experienced clinical raters. Site interventions are managed in a centralized, real-time Queries dashboard, helping address data quality issues from individual anomalies to broader trends.

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01

Introducing WillisAI for 100% review

WillisAI reviews COA recordings for scoring accuracy and interview quality in near real-time. 100% review coverage allows for a peace of mind for sponsors never before possible.

WillisAI has been validated through a risk-based credibility assessment in accordance with regulatory guidance and has proven its value in multiple global clinical programs.

Assessment table with participant details and MADRS scores; detailed item review panel highlights discrepancies.

02

Clinical review by expert clinical raters

Interviews flagged by WillisAI are immediately routed to our global staff of expert clinical raters. With no manual steps between recording and review, we consistently deliver rapid turnaround times

We use a tiered review process. First, a blinded clinical rater scores the interview. Then, a senior clinician compares this score with the original rater and WillisAI scores to determine if an intervention is warranted.

Dashboard listing clinical assessment scores by date, site, participant, visit, rater, and score comparisons.

03

Collaborative site interventions

Our intervention philosophy is simple: Sites want to provide high-quality data and we want to empower them to do this by providing easy access to the information they need.

All interventions are managed via a centralized Queries dashboard on the platform. This ensures complete visibility for sponsors, CROs, and sites, allowing for quick, informed resolutions and data-driven decisions.

Clinical study queries interface showing open query details, comments, collaborators, and options to close or comment.

How Willis eCOA endpoint monitoring stacks up

Legacy vendors
Review turnaround
Days to weeks
Near real-time
Review coverage
Partial review
100% coverage
Reviewer quality
Variable expertise
Vetted, top-tier clinicians
Site interventions
Manual, email-driven
Queries dashboard, access to source
Trend analysis
Limited by partial review
Data driven, 100% review coverage

See it in action

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