AI Execution Layer & Platform for Life Sciences

Powering Biopharma

Vi helps life sciences organizations reach trial-eligible patients earlier, keep them supported through treatment, and remove the operational friction that slows programs down. Every action is traceable. Every outcome is measured.

The science is ready. The system that delivers it is not. Enrollment runs behind. Sites underdeliver. Patients who would qualify never learn the trial exists. Every month a program slips is a month of exclusivity spent before anyone is treated.

Vi is the AI execution layer for life sciences. It turns clinical, behavioral, and operational data into next best actions: which patients to reach, which sites to prioritize, which HCPs to engage, and when to move.

Results in Biopharma

  0 1 2 3 4 5 6 7   0 1 2 3 4 5 6   %

Faster clinical trial enrollment

  0 1 2 3   0 1 2 3   %

Reduction in enrollment costs

  0 1 2 3 4   0 1 2     %

In script lift

  0 1 2 3 4 5   0 1   %

Trial acceleration vs. baseline

Trusted by leading global biopharma enterprises

AI built to power life sciences

Data Web

Powerful, privacy-safe network of real-world signals.

Vi Activate

Precise & predictive targeting to activate new patients.

Vi Engage

Predictive & personalized interactions with patients and providers.

Vi Operate

Agentic suite built to drive operational excellence.

Vi Pulse

Command center for LLM-powered data access, actionable insights, and ROI performance.

How life sciences use Vi’s AI solutions

Vi helps life sciences companies scale across trials and commercialization:

Identify high-probability trial participants using real-world signals

Accelerate recruitment timelines with predictive targeting

Segment and prioritize providers based on prescribing behavior

Deliver compliant, omnichannel engagement to the right audience

Monitor launch performance and course-correct in real-time

Surface operational inefficiencies across field, marketing, and access teams

Automate outreach workflows with approval built in, and optimize field force deployment

Unify siloed commercial, clinical, and engagement data

Case Studies

Trial Enrollment Acceleration for Biotech

  0 1 2 3 4 5 6 7   0 1 2 3 4 5 6   %

Faster trial enrollment

  0 1   0 1   0 1 2 3 4 5 6 7   %

More qualified patient matches

  0 1 2 3   x

Reduction in screen failure rates

A clinical-stage biotech struggled with slow trial enrollment and poor match rates. Vi Activate deployed predictive patient-matching models across licensed EHR and claims data, accelerating enrollment and improving trial site performance dramatically.

Driving Script Lift Through Targeted Provider Outreach

  0 1   0 1 2 3 4 5 6 7 8 9   %

Net script lift

  0 1   0 1   %

Script lift in Vi Group

  –   0 1 2 3 4 5 6 7 8   %

Script erosion in non-Vi group (Control)

A biopharma company entered a competitive disease area with initially strong script volume, but soon faced prescriber erosion as competitor messaging shifted providers behavior. Their reactive strategy, based on claims data, came too late leading to script decline. Vi segmented providers, identified early intent signals, and activated tailored outreach—reversing decline and driving measurable growth with a 19% net script lift.

Agentic Market Research for Drug Development

  0 1 2 3 4 5 6 7 8 9   0 1 2 3   %

Reduced cost of insights report from comparable consulting deliverable

  0 1 2 3 4 5 6 7   0 1 2 3 4   %  

Reduction in manual review hours

  0 1 2   0 1 2   %

Reduction in manual review hours

A Fortune 500 biopharma company lacked timely visibility into drug discovery potential, trial recruitment feasibility, and competitor moves, slowing R&D planning. Vi Operate’s Market Research Agent delivered real-time analytics, surveys, and site selection recommendations, reducing reliance on costly manual research and outside consultants. Compared to traditional claims-based clusters, Vi enabled smarter market selection and resource allocation — generating faster, deeper insights that cut trial timelines by 9 months, accelerated speed-to-market, and saved an estimated $55M. All powered by Vi’s robust Data Web covering 96% of U.S. households and tens of thousands of historical market studies.

Vi advantage

5 years of health AI, delivered on day one

Vi delivers what most health systems spend years and millions building — a scalable, secure, enterprise-ready AI platform purpose-built for health.

Speed without compromise — Deploy AI with zero disruption

Vi integrates seamlessly into existing systems, no IT burden, and no disruption to clinical or operational workflows.

Exclusive healthcare data advantage

Our AI is fueled by licensed, de-identified data covering 96% of U.S. households — enriched by Vi’s Data Web and tuned for enterprise-grade precision in health operations, engagement, and decision-making.

ROI is not a KPI — It’s our operating model

Vi guarantees 4X ROI on every dollar invested, backed by 1X downside protection. We only win when our partners do — with transparent, control-group benchmarking built in.

AI that keeps health enterprises ahead

Turn newly released AI models into enterprise-ready products with unmatched simplicity and speed

Our security commitment

We adhere to and exceed data security standards, using anonymized data sets and rigorous protocols that ensure privacy and safety.