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Agentic AI and the Administrative Backbone of Clinical Trials: Why the Operating Model Has to Change First

Workforce Compression in AI-Driven Clinical Trial Operations

ACT Brief: Site Cash Runway and Payment Infrastructure Priority, Biomarker Cut-Off Selection and Disparities, and Batch Failure Prevention Systems

Navigating the Adoption of Biomarker-Informed Trial Enrollment Beyond Oncology

How Urgent Is the Site Payment Problem, and Is the Industry Finally Taking It Seriously?

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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.

Inspection readiness reflects how a program was actually run throughout its lifecycle, not what can be assembled at the end, making pre-submission remediation itself a signal of absent oversight rather than proof of it.

In this video interview, Patrick Mizer, chief technology officer at Ledger Run, traces the fragmented contracts, outdated benchmarks, and disconnected systems behind payment inconsistency—and explains why the industry has historically accepted the complexity rather than addressed it.

In today's ACT Brief, we examine how payment reliability has become a competitive differentiator at high-performing sites, what a truly strategic lean development model looks like, and a licensing deal for a next-generation obesity therapy combining Phase I data with preclinical validation.

In this video interview, Patrick Mizer, chief technology officer at Ledger Run, explains how the shift from competing for patients to competing for high-performing sites has made payment reliability an operational brand—and a real factor in which sponsors get prioritized.

In this Q&A, Stella K. Vnook, PhD, CEO and executive chair of Kaida BioPharma and founder and CEO of Aviva Ventures, discusses how a trifecta of funding pressures is reshaping early-stage clinical development, why commercialization readiness can no longer wait until late-stage, and what a truly strategic lean development model looks like in practice.

In today's ACT Brief, we examine the three conditions required for AI-driven trial acceleration to work at scale, why agentic AI will force CRO operating model reckoning, and two major platform collaborations advancing discovery speed.

Agentic AI will put the CRO operating model to the test—and force the efficiency and accountability questions the industry can no longer avoid.






















