
Metrics & Benchmarks
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AI Moves Patient Recruitment from Trial Bottleneck to Competitive Edge: A 2026 Perspective

Fortrea to Acquire Worldwide Clinical Trials' Early Phase Services Division in $45 Million Deal

Introducing The Human Side of Clinical Trials

ACT Brief: RBQM Financial Value Quantification, Trial Budget Cost Visibility Gap, and GSK mRNA Flu Vaccine Phase III

Why Quantifying the Financial Value of RBQM Has Been So Hard—and What This Study Did Differently

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Static budgeting models and one-size-fits-all fair market value approaches create visibility gaps around inflation and true site costs, but regional frameworks, standardized costing toolkits, and accountability metrics can rebuild trust and replace defensive negotiations with transparency.

In today's ACT Brief, we examine why operating model redesign must precede agentic AI deployment, how integrated platforms compress operations toward accountable teams, and BioNTech's decision to terminate a colorectal cancer mRNA trial.

Agentic AI is arriving in clinical operations with genuine capability to absorb administrative work, but the organizations that will realize lasting value are those willing to redesign accountability structures, financial workflows, and operating models before deploying the tools on top of them.

AI platforms that absorb trial data reconciliation could compress operations toward a small, accountable team.

In today's ACT Brief, we examine why 80% of sites operate on minimal cash reserves, how biomarker-informed enrollment risks excluding viable patient populations, and the growing role of predictive maintenance in preventing batch losses.

Biomarker-informed trial enrollment appears straightforward for identifying responders and optimizing efficiency, but failures to account for demographic variation in cut-off selection, causality versus correlation, and composite biomarker complexity risk excluding viable patients and exacerbating disparities.

In this video interview, Patrick Mizer, chief technology officer at Ledger Run, addresses the reality that 80% of sites operate on six months or less of cash—and explains why growing investment in agentic AI and workflow modernization signals that the industry is starting to treat payment infrastructure as the priority it deserves.

In today's ACT Brief, we examine how unpredictable payments damage site retention, why rapid AI deployment without validation creates regulatory risk, and China's growing dominance in early-stage drug discovery.

In this video interview, Patrick Mizer, chief technology officer at Ledger Run, explains how unpredictable payments erode site relationships over time—and why operational excellence in payments is becoming increasingly important to landing and retaining the best investigative sites.

AI is reshaping clinical research faster than any technology before it; but for sponsors and CROs, adoption without GxP-grade governance, validation, and human oversight isn't a strategy. It's a risk.

In today's ACT Brief, we examine where agentic AI delivers immediate wins in site payments, how botanical therapies can earn pharmaceutical credibility, and the connected financial systems reshaping trial operations.

As trials grow more global and complex, fragmented financial systems are becoming a liability. Connecting them with AI is the next operating model for clinical trial finance.

In this episode of Beyond Compliance, Otis Johnson, PhD, MPA, founder and principal consultant at Vantix Operations, speaks with Joel Stanley, CEO of AJNA BioSciences, about why botanical therapies need pharmaceutical-grade standardization and clinical evidence to earn physician trust and insurance coverage.

In this video interview, Patrick Mizer, chief technology officer at Ledger Run, describes how agentic AI is being applied to invoice processing—one of the most labor-intensive bottlenecks in site payments—and what meaningful improvement actually looks like in practice.

In today's ACT Brief, we examine why payment inconsistency persists despite industry awareness, why inspection readiness must be built throughout execution not assembled at submission, and FDA approval of the first disease-specific treatment for a rare blood disorder.























