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RxLogix Launches Agentic AI Solution for Monitoring Drug Safety and Tracking Adverse Events

white blue and orange medication pill
RxLogix launched PVOne.AI, a fourth-generation pharmacovigilance platform that introduces agentic AI to automate and orchestrate end-to-end drug safety operations.

Insider Brief

  • RxLogix launched PVOne.AI, a fourth-generation pharmacovigilance platform that introduces agentic AI to automate and orchestrate end-to-end drug safety operations.
  • The system integrates across workflows such as case management, reporting, and signal detection, delivering improvements including up to 80% reduction in manual effort, 75% higher reviewer productivity, and 50% fewer false positives.
  • The release reflects growing demand from life sciences organizations for scalable, compliant AI tools to manage rising case volumes, regulatory complexity, and continuous safety monitoring requirements.

PRESS RELEASE — RxLogix Corporation today announced the launch of PVOne.AI, the fourth generation of the product that now includes Agentic AI capabilities designed to advance intelligent automation and decision support across the pharmacovigilance process. This new generation builds on existing AI capabilities to significantly improve efficiency and reduce false positives.

As life sciences organizations face rising case volumes, increasing regulatory complexity, and growing pressure for faster, more consistent safety operations, PVOne.AI introduces a new operating model built on intelligent orchestration. The solution helps organizations extend the value of existing automation investments while improving efficiency, prioritization, and review quality.

This launch reflects RxLogix’s continued commitment to practical innovation, where advanced AI capabilities are developed specifically for real pharmacovigilance workflows and deployed with enterprise-grade controls required by regulated environments.

This new generation of agentic intelligence provides intelligent orchestration across end-to-end safety operations.

“Artificial intelligence at RxLogix is not new. Our clients are already benefiting from AI capabilities operating in production today,” said Raj More, Chief Architect and Chief Executive Officer of RxLogix. “PVOne.AI moves beyond task-level intelligence toward agentic orchestration across pharmacovigilance. This enables safety organizations to unlock significantly greater efficiency, sharper prioritization and signal detection, and stronger operational intelligence.”

With PVOne.AI, RxLogix clients will see these benefits in case management operations, aggregate reporting & PV content authoring:

Up to 80% reduction in manual effort

Up to 75% higher reviewer productivity

Up to 50% touchless workflows

The Agentic AI services now will provide these improvements in signal detection, analysis, assessment and risk management:

Up to 50% reduction in false positives

Up to 50% efficiency gains 

The newest generation also will reduce false negatives and reduce review fatigue.

Built specifically for life sciences safety organizations, PVOne.AI introduces a unified intelligence layer across case intake, literature surveillance, case processing, aggregate reporting, data analysis, signal detection, risk oversight, and safety review workflows. The solution combines domain-trained models, intelligent workflow coordination, contextual reasoning, and human-in-the-loop controls to help organizations improve efficiency, strengthen review quality, and accelerate decision making.

PVOne.AI builds on multiple generations of artificial intelligence already embedded within the RxLogix platform and currently delivering measurable value in production across global client environments. Existing AI capabilities from RxLogix today support critical pharmacovigilance functions including case intake, event and product coding, auto-narrative, PV documents authoring, etc.

PVOne.AI is designed to work across the existing RxLogix product suite, including PV Case Management, PV Reports, PV Signal, PV Analytics, and related safety applications.

The U.S. Food and Drug Agency requires continuous monitoring, risk evaluation, and proactive communication as long as a product is on the market. Pharma and life sciences companies must comply with federal laws and specific guidance to maintain an in-house pharmacovigilance system.

Matt Swayne
About the author
Matt Swayne

With a several-decades long background in journalism and communications, Matt Swayne has worked as a science communicator for an R1 university for more than 12 years, specializing in translating high tech and deep tech for the general audience. He has served as a writer, editor and analyst at The Space Impulse since its inception. In addition to his service as a science communicator, Matt also develops courses to improve the media and communications skills of scientists and has taught courses.

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