Biopharmas are evolving their operating model for Agentic Commercial™, leveraging AI to get the right medicines to more patients. By connecting sales, marketing, and medical on a single platform with a unified customer database and embedded AI, commercial teams gain a complete view of the customer and deliver coordinated, compliant interactions across all touchpoints.
Embedding industry-specific agentic capabilities into this ecosystem — such as Conversational AI, Agentic Call Report™, Agentic Voice, and AI-Powered Media Search — accelerates insights and productivity to deliver personalized omnichannel engagement at scale and remove barriers to treatment.
A connected platform of software and data drives cross-functional alignment by establishing a single source of truth across sales, marketing, and medical teams. By embedding AI directly into a unified architecture, commercial teams accelerate efficiency and surface insights from field interactions, event attendance, and content engagement analytics. This real-time visibility eliminates functional silos, ensuring that all teams execute on the same customer intelligence to deliver a unified, compliant experience across every digital and in-person touchpoint.
Biopharmas are adopting an Agentic Commercial operating model to navigate rising therapeutic complexity and restricted access to healthcare professionals (HCPs). This framework redefines the promotional mix: marketing evolves into real-time interactive dialogue, events become connected accelerators for the HCP journey, and field teams are empowered to collect Commercial Evidence™ at unprecedented scale. AI embedded in daily workflows automates administrative tasks like data entry and pre-call prep, allowing commercial teams to focus on high-value scientific dialogue with HCPs.
To effectively scale an existing AI initiative or transition to an Agentic Commercial operating model, biopharmas are changing how digital, agents, field, and content work together to shift from siloed, one-way communication to a continuous, personalized dialogue. Commercial leaders can operationalize this agentic transformation journey by following five foundational steps:
- Assess your current state: Evaluate your commercial model, technology, and engagement approach to assess data readiness and operational silos.
- Benchmark against peers: Analyze how field, digital, and HCPs interact by leveraging industry intelligence like the Veeva HCP 360 Trends Report to understand global and country-specific engagement trends.
- Define your strategy: Outline a unified engagement model across sales, marketing, and medical that clearly defines how customers will experience cross-channel interactions.
- Establish governance and priorities: Align teams on ownership, decision-making frameworks, and the specific guidelines governing how users will collaborate alongside AI agents.
- Operationalize and optimize: Deploy your strategy using an agentic engagement platform connecting software, AI, data, and consulting, continuously refining execution based on real-time insights and feedback.
AI improves commercial teams productivity by automating administrative tasks and analyzing data in real-time for actionable insights so sales, marketing, and medical teams can focus on high-value HCP interactions.
Vault AI offers an open foundation to scale AI with direct and secure content and data access. Standard Agents are pre-built, application-specific agents natively embedded within Vault applications. Custom Agents empower organizations to build tailored AI tools directly on the Vault Platform to fulfill company-specific commercial workflows. Third-Party Agents allow external enterprise AI models to integrate seamlessly into the Vault architecture using Xpages or Model Context Protocol (MCP).
Veeva estimates 20% AI-driven productivity gains by 2030, helping the industry bring better medicines to more patients faster.
Vault AI is live, deployed, and transformative. The best place to start leveraging agentic capabilities is:
- AI for Veeva Vault CRM: Field teams can use Agentic Voice as a conversational CRM interface, utilize AI-Powered Media Search to locate and summarize compliant content instantly, and leverage the Agentic Call Report™ to capture critical Commercial Evidence™.
- AI in Veeva PromoMats: Agentic AI accelerates the path to approved content by optimizing the medical, legal, and regulatory (MLR) process through automated quality and compliance pre-checks.
- AI in Veeva Medical: AI agents act as real-time coaches, helping MSLs transform raw observations into structured business intelligence and validating insight entries against organization’s standards to ensure data is high-quality, actionable, and compliant.
Veeva Vault Platform is a single platform that handles data, content, and agents so Vault AI Agents have direct, secure access to data and content and work seamlessly within all Veeva applications.
With Text Monitoring Agent in Vault CRM, biopharmas can automatically scan unstructured free-text — such as call notes and emails — to flag off-label remarks, inappropriate promotional language, or regulatory risks before the data is processed. This continuous, automated compliance layer ensures that field teams capture valuable commercial insights at scale while maintaining an audit-ready environment without the need for slow, manual text reviews.
Veeva provides the technology foundation for Agentic Commercial™ with a connected suite of software, AI, data, and business consulting to advance commercial teams. This integrated approach breaks down silos and provides a single source of truth across sales, marketing, and medical to orchestrate customer engagement, with embedded AI for optimized execution.
Veeva’s unique value proposition helps biopharmas deepen HCP relationships, mitigate regulatory exposure, and deliver a consistent, personalized customer experience at scale.
