The AI concierge: how biopharma is evolving HCP service

A physician on a 24-hour shift needs urgent guidance on a complex patient case. She reaches out to a biopharma’s contact centre at 3am, only to find a closed sign or a basic bot incapable of resolving her enquiry. When she finally speaks to a human the next day, the customer service representative juggles disconnected tools to locate her history, keeping her on hold while manually entering the inquiry into a standalone system.

The service representative can only share generic content that fails to address the physician’s specific question, eventually transferring the case to another department using a different system. When a field rep visits later, the physician is forced to repeat her story because the rep has zero visibility into open enquiries and cannot proactively address them. This creates a fragmented, frustrating experience that serves as a barrier to treatment.

While large biopharmas handle over 200,000 customer service cases annually, fewer than 50% of healthcare professionals (HCPs) perceive these contact centre engagements as valuable. As HCPs seek instant answers for increasingly nuanced treatments, 87% prefer digital interactions and nearly half favour self-service solutions. With 78% of HCPs valuing conversational AI that adapts to their preferences, leading biopharmas are evolving from reactive help desks to proactive, 24/7 agentic engagement.

Currently, service is often limited to basic information retrieval during standard business hours and operates siloed from sales, marketing and medical affairs, creating friction that hinders efficiency. To deliver a high-touch experience, service needs to be core to customer engagement, not an afterthought. Embedding service into the CRM allows companies to shift from transaction-led conversations to a continuous dialogue orchestrated across functions.

In an Agentic Commercial model, the future points towards an ‘AI concierge’ that provides HCPs with peer-to-peer level conversation, available 24/7 through any channel. This AI concierge retains the complete customer history, addressing complex questions through continuous dialogue and bespoke generative content. When deep clinical judgement or empathy is required, the AI concierge transitions the conversation to a human expert, providing the full context for first-class customer service.

This evolution redefines the human role in service operations. Instead of manual, structured case collection and static content responses, AI handles data entry automatically and humans become system pilots, focusing on high-level supervision, nuanced discussions and AI tuning to ensure quality and compliance.

Transitioning to agentic service requires an integrated approach built on frictionless data and industry-specific, AI-embedded software. Unifying commercial teams in a single platform enables biopharmas to act as one company, driving a 23% increase in marketing effectiveness.

To achieve this, two top 20 biopharmas are standardising their customer service operations, moving away from fragmented local setups or outsourced contact centres that limit visibility and data sovereignty. By consolidating data, compliance and business logic onto a single platform, these companies manage over 100,000 annual touchpoints with a comprehensive customer view. Bringing service into the core of customer engagement facilitates faster resolution of cases, eliminates integration costs and establishes the necessary data foundation to run advanced AI.

For inside sales teams, also referred to as remote or hybrid sales teams, a single platform similarly accelerates productivity and enables deeper engagement during outbound digital interactions. Organisations like Epikast have demonstrated rapid value, with service functionality activation in under four weeks within a three-month CRM deployment. Having a 360-degree view of all customer touchpoints enables inside sales to deliver more relevant, personalised outreach. “It all comes together in one compliant platform rather than a hundred different systems. This eliminates the system fragmentation that hinders speed and visibility,” says Vangelis Vergetis, CEO, Epikast.

While many biopharmas already deploy standalone chatbots, true agentic service requires embedding these tools in the broader commercial ecosystem for cohesive engagement and trusted HCP relationships. Today, biopharmas are establishing service as a core channel in the continuous customer journey through three foundational blocks: unified data native to the CRM; compliant-by-default bespoke content and agentic workflows with clear human hand-off parameters.

By focusing on these core elements, commercial leaders will move towards an AI concierge persona that supports HCPs whenever and wherever they need it. An augmented AI workforce helps the industry serve an otherwise unmanageable volume of HCP inquiries. That physician needing urgent guidance no longer hits a wall; instead, she receives instant, context-based expert support that informs future interactions across channels in a continuous dialogue.