
Metrics & Benchmarks
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Validity, Reliability, and Regulatory Considerations for Consumer Devices in Clinical Research Data Collection

How to Prevent Continuous Data Review from Just Shifting the Manual Burden

ACT Brief: Real-Time Review Ecosystem Approach, AI Infrastructure Before Tools, and FDA Peptide Compounding Access

Artificial Intelligence in Clinical Trials: From Pilots to Practice

What the Industry Needs to Get Right for Real-Time Data Review to Scale

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As clinical development grows increasingly complex and talent markets remain constrained, sponsors must evolve beyond binary outsourcing decisions to embrace a configurable functional service provider continuum that enhances operational optionality without requiring wholesale restructuring.

In today's ACT Brief, we examine how sustainability is shifting from compliance to a procurement driver, what infrastructure gaps remain in FDA's real-time pilot model, and regulatory guidance targeting unnecessarily restrictive cancer trial criteria.

New documents targeting performance status, washout periods, and laboratory value thresholds aim to close the gap between patients willing to participate in oncology trials and those who actually enroll.

In this pilot episode of Beyond Compliance, Otis Johnson, PhD, MPA, founder and principal consultant at Vantix Operations, speaks with Paulo Limgenco, VP of business operations and ESG strategy lead at YPrime, about how sustainability is shifting from a compliance checkbox to a factor that shapes vendor selection, client trust, and long-term business value.

In this video interview, Raviv Pryluk, CEO and co-founder of PhaseV, explains why the FDA's real-time clinical trial pilot was promising but not yet scale ready—and what technology infrastructure needs to be in place for the model to work broadly.

In today's ACT Brief, we examine how data standardization must precede real-time monitoring deployment, why contracts cannot transfer sponsor oversight responsibility, and a strategic acquisition broadening immunology development.

Clinical development operates as an integrated system where dependencies persist across phases and vendors, but treating contracts as execution handoffs creates invisible oversight gaps that surface later as vendor performance problems, timeline slips, or inspection findings.

In this video interview, Raviv Pryluk, CEO and co-founder of PhaseV, breaks down the standardization and mapping work that must happen before streaming data can be analyzed meaningfully—and how AI is beginning to make that process fast enough to enable real-time monitoring at scale.

In today's ACT Brief, we examine the data collection-to-analysis gap undermining continuous trial monitoring, why AI agents require foundational workflow infrastructure, and FDA approval of a novel ADHD treatment.

AI agents operate only within workflows, but most organizations lack unified workflow management systems, making it difficult to identify where agents should be deployed or ensure they integrate effectively across connected business processes in clinical research.

In this video interview, Raviv Pryluk, CEO and co-founder of PhaseV, explains why the gap between data collection and analysis-ready data undermines the promise of continuous trial monitoring and what it will take to close it.

In today's ACT Brief, we examine how inspection readiness must accumulate rather than assemble, why AI initiatives stall without disciplined governance, and what US clinical trials need beyond isolated initiatives.

In this video interview, Elizabeth Walsh, founder of Walsh Clinical Advisory and co-author of The Clinical Execution Blueprint, describes what it means to accumulate inspection readiness rather than assemble it—and why the story regulators reconstruct is determined long before an inspection is announced.

AI churn—repeatedly restarting initiatives before scaling them—stems from organizational execution gaps rather than technology limitations, but agentic AI amplifies these gaps by requiring connected systems, trustworthy data, and disciplined governance from the start.

In today's ACT Brief, we examine why execution failures originate upstream despite surfacing downstream, how European health data frameworks transform CRO roles, and why US trial competitiveness varies by development phase.






















