How agentic AI works in ZAIDYN
How agentic AI works in ZAIDYN
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How agentic AI works in ZAIDYN

ZAIDYN® brings agentic AI into the flow of commercial, medical, patient and content work through agents that reason and coordinate across functions—so teams can act from one shared understanding of the customer, with human control and life sciences guardrails built in.

Here’s how ZAIDYN's agentic AI framework makes that possible.

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AGENTIC AI FRAMEWORK
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Turn cross-functional signals into reasoned, coordinated action within workflows

ZAIDYN works inside the systems your teams already use, continuously interpreting business signals as conditions change. Its function-specific specialist agents are orchestrated to work together and reason across contextualized data and insights to explain what changed, why it matters and what to do next—then help teams act with human control and life sciences guardrails built in.
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WHAT IT DOES
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Detect what’s changing
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Monitor signals as conditions shift across customers, brands, markets and workflows.
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Reason across context
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Reason across data and insights across commercial, medical, patient and content work.
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Explain what matters
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Show the reasoning behind each insight in clear language, so teams understand why it matters.
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Recommend next steps
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Guide teams toward the next best action based on strategy, context and life sciences guardrails.
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Support execution
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Help teams carry recommended actions into the systems they already use, with approvals and governance along the way.
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See how ZAIDYN reasons across signals

ZAIDYN’s specialist agents are encoded with domain knowledge and validated approaches built from 40 years of ZS’s life sciences experience. Using a domain-trained ontology, shared context and knowledge graph, they connect cross-functional data, insights and reasoning so signals from one team can inform actions across others.
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HOW IT WORKS
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Continuously updated expertise
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Apply proven life sciences methods that evolve with ongoing work in the field, so specialist agents reflect current best practices.
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Dynamic intelligence
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Respond to new signals as conditions change across customers, brands, markets and workflows.
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Reasoning and orchestration
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Bring context into each recommendation in the flow of work with an intelligence layer that connects signals for cross-functional data, insights and reasoning.
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Built-in governance
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Apply guardrails and auditability, with a separation of promotional and scientific work enforced by ZAIDYN application architectureat the data and agent layer across workflows.
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Adaptive by design
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Improve recommendations as teams use the suite of connected AI applications, provide feedback and build trust—so ZAIDYN evolves over time without requiring an application change.
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How intelligence shows up for your teams

Behind the scenes, ZAIDYN’s AI agents reason, plan and execute. For your teams, that intelligence shows up in three simple ways, helping them understand, prioritize and act with confidence.
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HOW IT SUPPORTS YOU
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Assist
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Agents that gather the relevant insight, surfacing the reasoning and evidence behind the recommendation, so teams understand what’s happening and remain in control.
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Augment
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Agents that perform operational work across applications and return recommendations, helping teams move faster while surfacing what needs review, approval or guidance.
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Act
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Agents that carry out tasks within guardrails, such as tagging content for medical, legal and regulatory (MLR) review or preparing follow-up items after a call, with transparency into what they did and why.
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Built for real-world use in life sciences

Every recommendation is explainable. Every action is governed. Every outcome is auditable.
ZAIDYN agents show their reasoning, keeping experts in control and governing every action within defined life sciences guardrails.
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TRUST AND GOVERNANCE
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Visible reasoning
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Each recommendation includes the context, evidence and rationale teams need to understand what ZAIDYN considered and why it matters.
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Human control
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ZAIDYN surfaces the decisions, exceptions and actions that need expert review, so people stay in control as agents assist, augment or act.
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Built-in guardrails
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Permissions, controls and auditability are part of the ZAIDYN architecture, supporting governed execution across regulated workflows.
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Scientific and promotional separation
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Boundaries between medical and commercial work are enforced at the data and agent layer, helping teams coordinate without crossing regulated lines.
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Workflow-aligned governance
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Governance is built around real commercial, content, medical and patient workflows, so controls fit the way life sciences teams work.
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What this means for your teams

Cross-functional, domain-trained intelligence, built for life sciences.
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WHY IT MATTERS
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For IT and technology leaders
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Operate within a governed, secure and scalable AI framework, integrated with existing systems and aligned to enterprise standards.
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For commercial teams
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Plan and engage from a current view of customer, product and market context, so field, marketing and commercial operations can act on opportunities as conditions change.
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For medical teams
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Surface care gaps earlier, prioritize the right scientific engagements and support HCP conversations with governed intelligence built for medical workflows.
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For patient teams
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Find patients who may need support sooner, identify access and care barriers, and guide timely next steps with intelligence designed around the patient journey.
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Explore the ZAIDYN ecosystem

See how commercial, content, medical and patient intelligence come together in one connected suite of AI applications for life sciences.
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EXPLORE ZAIDYN
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Frequently asked questions

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What is agentic AI for life sciences?
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Agentic AI for life sciences uses agents to interpret signals, reason across data and help teams act in the flow of work. In ZAIDYN, function-specific specialist agents coordinate across commercial, medical, patient and content teams from one shared understanding of the customer—while keeping experts in control, showing the reasoning behind recommendations and applying life sciences guardrails.
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Is ZAIDYN a suite of AI applications for life sciences or healthcare?
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ZAIDYN is an interconnected suite of AI applications for life sciences, designed specifically for pharma, biotech and medtech organizations. It can also support broader healthcare use cases where life sciences intelligence is required.
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How is ZAIDYN different from traditional AI or analytics tools?
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Traditional AI and analytics tools usually analyze data within a single function, leaving teams to interpret outputs and coordinate action on their own. ZAIDYN goes further with function-specific agents that are orchestrated for cross-functional data, intelligence and reasoning—so insights can move faster from signal to decision to action, while experts stay in control.
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How does ZAIDYN use agentic AI?
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ZAIDYN uses agentic AI to detect signals as conditions change, reason across cross-functional data and intelligence, and recommend next steps in the workflows teams already use. Its function-specific agents are orchestrated to work together, so recommendations can move from insight to action across connected systems while keeping experts in control and applying life sciences guardrails.
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How does ZAIDYN support AI workflow automation for pharma, biotech and medtech teams?
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ZAIDYN enables AI workflow automation for established pharma companies, emerging and growth-stage biotech companies, medtech innovators and global capability centers (GCCs). It embeds intelligence into workflows such as field planning, incentives, customer engagement, MLR, content generation and patient engagement—helping teams reduce manual work and move faster with consistency and control.

Built on 40 years of ZS life sciences expertise, ZAIDYN uses function-specific specialist agents that reason across commercial, medical, patient and content work from one shared understanding of the customer. The result is explainable, governed automation that works with existing systems, reflects how life sciences teams actually operate and gives organizations the flexibility to run ZAIDYN themselves or have ZS operate it for them.

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Does ZAIDYN replace your CRM or other systems?
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No. ZAIDYN works with your existing systems—including CRM, master data management (MDM) or data platforms, HR and content tools—embedding intelligence directly into the workflows your teams already use.

It operates one level above your systems, connecting data, decisions and execution without requiring a rip-and-replace.

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How does ZAIDYN make AI explainable and compliant?
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Every recommendation ZAIDYN surfaces includes clear, plain-language reasoning that shows what signals were considered and why a decision was made.

All actions operate within defined guardrails, approvals and audit trails, helping teams move faster while staying compliant with life sciences requirements.

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How does ZAIDYN scale across brands and markets?
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ZAIDYN is modular and interoperable by design, allowing organizations to start with a focused use case and expand across teams, brands and markets without reworking their approach.

Because intelligence is shared across the interconnected suite of AI applications, learnings carry forward across teams, brands and markets. Organizations can scale ZAIDYN themselves or have ZS operate it for them, giving them flexibility as needs, capacity and governance requirements evolve.

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See ZAIDYN in action

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