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Frequently asked questions

Find answers about how our life sciences intelligence platform works, how it fits into your ecosystem and what to expect as you get started.
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ZAIDYN
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What is ZAIDYN?
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ZAIDYN is a life sciences intelligence platform powered by agentic AI that helps teams turn complex data into decisions and actions directly in the flow of commercial, medical, content and patient work. It’s the intelligence and execution layer that sits above CRM, analytics and point solutions—connecting insights, workflows and activation, so strategy translates into real-world execution.
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What makes ZAIDYN a life sciences intelligence platform and how does it connect to patient impact?
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ZAIDYN is purpose-built with life-sciences-trained AI and proven execution frameworks that help organizations innovate at scale, improving how their teams engage customers, run operations, drive growth and ultimately deliver lasting patient impact across brands, markets and teams.
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How is ZAIDYN different from traditional analytics platforms?
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Traditional tools often explain performance retroactively. ZAIDYN embeds intelligence into day-to-day workflows, prioritizing, recommending, explaining and adapting actions so teams can move faster with confidence.
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How is ZAIDYN different from horizontal platforms that are retrofitted for pharma?
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ZAIDYN is life-sciences-native. It’s built based on industry data, workflows, best practices and compliance from the ground up, combining decades of domain expertise with life-sciences-trained AI to help pharma leaders scale faster and amplify impact.
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Does ZAIDYN replace our CRM or marketing automation tools?
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No. ZAIDYN integrates with existing CRM, marketing and data platforms, and acts as an intelligence and orchestration layer so insights and recommendations show up where teams already work.
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How does agentic AI work in ZAIDYN?
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ZAIDYN uses three levels of agentic AI contextualized for life sciences that are governed and explainable. Its intelligence agents interpret signals, then explain what changed and why. Augmentation agents monitor performance, engagement and operational signals, then identify anomalies and recommend next best actions. Execution agents translate approved recommendations into action.
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Not sure where to start?
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Ask a question or tell us your priority and we’ll show you the fastest path to value.
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Which technology systems, products and platforms can ZAIDYN integrate with?
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ZAIDYN is designed to integrate into existing enterprise tech stacks, including common CRM, data asset management, master data management and marketing platforms. It uses standardized connectors and governed workflows so insights can be delivered in context and data flows can be monitored and controlled.
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Do we have to adopt the entire platform at once?
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No. ZAIDYN is modular and right-sized. Teams can start with the modules, agents and workflows that matter most and expand over time, supporting both large pharma scale and biotech simplicity.
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Can ZAIDYN support launches and rapid scaling across brands, franchises and markets?
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Yes. ZAIDYN combines standardized, governed foundations with configurable workflows. Global teams can drive consistency while local teams can adapt targeting, coverage and engagement as evidence and market conditions evolve without rebuilding processes every cycle.
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How does ZAIDYN accelerate time to value?
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ZAIDYN includes productized agents, prebuilt models and proven life-sciences workflows informed by decades of domain expertise. Teams can move from concept to scaled execution faster than building from scratch.
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How does ZAIDYN support governance, compliance and trust in AI?
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ZAIDYN is built for enterprise control. Governed workflows, role-based access, auditability and explainable AI provide transparency into inputs, outputs and decision logic. This helps organizations scale AI safely across brands and markets while maintaining human control and governance.
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Is ZAIDYN for self-serve teams or managed services? How is it implemented?
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ZAIDYN supports self-serve organizations and teams that prefer managed services so each organization can operate on its own terms and evolve capabilities over time. We provide the level of onboarding that fits your organization and grows with you to ensure strong adoption. Whether we run ZAIDYN together or help you take the reins, our experts stay close to help you prove value and build momentum.
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Dive deeper

Get in the driver's seat with a demo or browse resources to see how life sciences teams are putting ZAIDYN to work.
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What type of roles and life sciences organizations use ZAIDYN?
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ZAIDYN is designed for all life sciences—from global to growth-stage GCCs, pharma, biotech and medtech companies that value speed, quality and flexibility. It's used across commercial operations, sales, medical affairs, field excellence, patient services, digital health, brand and marketing operations, and medical, legal and regulatory affairs teams.
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What is ZAIDYN Commercial?
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ZAIDYN Commercial is the commercial intelligence layer for life sciences that turns strategy into coordinated execution across field planning, customer engagement and incentives so leaders have a clear line of sight from decisions to outcomes.
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What is ZAIDYN Medical?
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ZAIDYN Medical is an end-to-end medical affairs intelligence solution powered by agentic AI that helps leaders set priorities, guide engagement, and demonstrate measurable medical impact with confidence—at global enterprise scale.
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What is ZAIDYN Content?
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ZAIDYN Content helps life sciences teams plan, optimize and activate content using governed intelligence. The right message and assets show up in the right channel, for the right customer, at the right time.
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What is ZAIDYN Patient?
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ZAIDYN Patient helps teams understand and improve the patient journey by connecting signals across the ecosystem and turning them into actions that support access, initiation, adherence and persistence.
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How much does ZAIDYN cost?
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ZAIDYN is licensed via a subscription model that varies in cost based on the product and scope. Organizations also can license packages of ZAIDYN modules for their commercial, medical, content and patient teams that are designed specifically for emerging pharma.
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See ZAIDYN in action

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