The AI Execution Layer for Health Enterprises

Vi turns fragmented clinical, behavioral, and operational data into precise, measurable action inside the systems enterprises already run.

Delivering ROI across the full care journey.

Vi helps health systems and payers activate the right patients, engage populations before care gaps widen, and remove operational friction reducing cost, expanding access, and improving outcomes.

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Reduction in patient activation costs

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Increase in new member enrollment

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Unlocked in annual surgical revenue

Accelerating speed-to-market across R&D and commercialization.

Vi helps life sciences teams match patients to trials faster, engage HCPs with precision, and automate analytics across clinical development, launch, and beyond.

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Faster trial enrollment

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Increase in patient adherence

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Reduction in trial analytics workload

Drive member growth, engagement, and operational excellence.

Vi powers enterprise wellness brands — multi-site operators, connected fitness platforms, and consumer health organizations — with predictive AI that improves member acquisition, engagement, and operational excellence.

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Reduction in patient activation costs

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Increase in new member enrollment

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Unlocked in annual surgical revenue

AI built for enterprise health

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.

Real-world impact

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Patients and members supported in healthier lifestyles

  $   0 1 2   B   +

Generated for enterprise clients

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Life-changing drugs developed in oncology, pediatric epilepsy, and diabetes

Vi advantage

Enterprise-ready from day one.

Vi delivers what most life sciences organizations spend years building. A secure, purpose-built AI platform for health.

Deploys into what you already run.

No rip and replace, no IT burden, no interruption to clinical, commercial, or operational workflows.

Exclusive life sciences data advantage.

Vi’s models are fueled by licensed, de-identified data covering 96% of U.S. households, enriched by the Vi Data Web and tuned for trial recruitment, HCP engagement, and commercial decision-making.

Accountable to outcomes.

Vi commits to 4X return on every dollar spent, with 1X downside protection, backed by transparent control-group benchmarking. We win when our partners win.

Model-agnostic by design.

Vi brings newly released AI models into enterprise-ready products, so you get the best of every provider without lock-in to any.

Our security commitment

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

Frequently asked questions

  • What is an AI execution layer?

    An AI execution layer sits between the systems an organization already runs and the actions those systems should trigger. It turns fragmented data into a specific next best action, delivered inside existing workflows rather than handed to a team as a report. Vi is the AI execution layer for health enterprises.

  • Which Vi vertical is right for an organization operating across more than one?

    Vi is one platform, not three products. The same Data Web, prediction models, and orchestration layer serve every vertical, which is why expansion into a new workflow or business unit does not require new infrastructure. Organizations start where value is clearest and extend across the enterprise from there.

  • Does Vi replace existing systems, or run on top of them?

    Vi runs on top of them. Productized AI models deploy into infrastructure already in place, with no rip and replace and no interruption to clinical, commercial, or operational workflows. Vi is also model agnostic, bringing newly released AI models into enterprise-ready products without lock-in to any provider.

  • How long does implementation take, and what does it require from IT?

    Vi deploys into infrastructure already in place, which is what keeps the IT burden low. Integration runs against existing data environments and workflow systems rather than requiring new ones.

  • How is ROI measured, and against what baseline?

    Vi commits to 4X return on every dollar spent with 1X downside protection, measured against control-group benchmarking rather than self-reported attribution. Vi Pulse tracks performance in real time across activation, engagement, and operations. To date Vi has generated more than $2B for enterprise clients.

  • Does Vi act autonomously, or does the client team approve every action?

    Vi does the analysis, prioritization, and timing. Your team decides what goes out. Agents operate with defined trigger logic, governance rules, and escalation paths, and anything requiring judgment routes to a person. Every action is traceable and measured, so autonomy is a setting rather than a default.

  • What data does Vi use, and how is it de-identified?

    The Vi Data Web unifies de-identified clinical, claims, behavioral, and operational data from enterprise partners with licensed real-world signals covering 96% of U.S. households. Enterprise partner data is anonymized before use; no identifiable data is shared across organizations, and all data remains isolated and governed.