For decades, advisory boards (ad boards) have been one of the most valuable ways for Medical Affairs teams to engage key opinion leaders (KOLs), validate scientific evidence, and gather expert insights that shape clinical strategy. However, as healthcare becomes increasingly global, digital, and data-driven, the traditional model is showing its limitations.
Flying KOLs to a central location for a weekend meeting demands nearly 48 hours of coordination and travel for what is often only eight to ten hours of structured exchange. Valuable reflections may surface after the meeting ends, follow-up discussions become fragmented across email threads, and manual summaries capture only a fraction of the knowledge shared. As Courtney et al. (2020) observed, substantial operational effort often accompanies relatively limited strategic output.
A clear evolution is underway. Leading pharmaceutical organizations are adopting asynchronous advisory boards and hybrid expert-engagement models that allow experts to contribute over an extended period, optimizing insight generation rather than logistics.
What Are Asynchronous Advisory Boards?
Asynchronous advisory boards are expert engagement models in which advisors contribute over several days or weeks rather than during a single scheduled meeting. Using moderated discussion forums, surveys, evidence reviews, and virtual collaboration platforms, KOLs participate at their convenience, while Medical Affairs teams capture in-depth scientific insights.
This approach complements, rather than replaces, traditional live meetings by extending the dialogue beyond a single event and enabling continuous engagement across geographies and time zones.
Benefits of Asynchronous Expert Engagement Over Synchronous Engagement
The shift toward asynchronous engagement is not about eliminating face-to-face interaction but ensuring that every interaction creates greater scientific value. Modern virtual HCP engagement combines live discussions with structured asynchronous activities, capturing expert insights before, during, and after the meeting.
Eliminating the 48-Hour Overhead
A traditional in-person advisory board can consume nearly two full days of an advisor’s schedule before meaningful discussion even begins. Travel, hotel stays, and logistics often outweigh the discussion itself. Virtual and asynchronous formats change this equation by allowing advisors to participate only for the time genuinely required to review evidence and contribute to the discussion.
This flexibility also influences who can participate. Recent survey data found that most healthcare professionals prefer advisory meetings with a virtual component, a preference observed among younger, digitally native clinicians, with physicians citing flexibility and reduced disruption to patient care as the primary reasons (Petrus & Lam, 2024).
Asynchronous engagement also makes it easier to include historically underrepresented voices, including frontline specialists, rural healthcare professionals, and patient advocates who offer valuable real-world insights but may be less able to commit to extensive travel. Removing geographical and scheduling barriers broadens access to a more representative range of clinical experience.
Documentation is another advantage. Asynchronous platforms automatically create structured, traceable records of expert responses, providing a valuable audit trail that supports transparency and compliance in regulated industries such as pharmaceuticals.
Key Takeaway: The greatest value of asynchronous advisory boards is not reduced travel. It lies in enabling Medical Affairs teams to engage the right experts, capture more thoughtful scientific input, and build a stronger foundation for strategic decision-making.
Cultivating Deep Thinking Across Time Zones
Traditional advisory boards ask experts to interpret evidence and develop recommendations within a single agenda, favouring immediate responses over reflective analysis. Asynchronous engagement creates space for deeper thinking. Advisors can review the evidence and contribute after careful consideration, often uncovering insights that a time-limited meeting might miss.
As one panel of Medical Affairs leaders from Alcon, BioMarin, and BeOne Medicines observed, asynchronous technology helps overcome structural barriers by making it easier to distribute information and gather KOL insights (Within3, 2025).
How Do Asynchronous Advisory Boards Generate Better Strategic Insights?
Efficiency alone does not create better scientific decisions. The real value lies in transforming expert conversations into actionable intelligence that supports long-term Medical Affairs strategy. Traditionally, an advisory board’s output has been a meeting report that captures only a fraction of the knowledge exchanged. Today, teams need to understand not only what experts said but also why they said it, where consensus exists, and how those insights should shape evidence generation and publication planning.
By expanding engagement across multiple touchpoints, such as moderated forums, surveys, evidence reviews, and follow-up discussions, organizations can generate comprehensive qualitative data than any single meeting could provide. This approach can reveal evolving patterns of thought throughout the engagement process.
AI-Assisted Theme Extraction: From Meeting Minutes to Strategic Intelligence
As advisory board programs become more digital and global, the volume of qualitative data can grow substantially. Manually reviewing hundreds of expert comments is time-consuming and may produce inconsistent results. This is where AI-assisted theme extraction is reshaping Medical Affairs workflows.
Modern large language models (LLMs) can rapidly organize qualitative feedback, identify recurring themes, and group similar viewpoints across discussions, allowing Medical Affairs teams to focus on interpreting findings rather than manually categorizing comments. Large language model tools have been shown to identify thematic structure in qualitative healthcare interview data that is consistent with traditional manual analysis, while reducing the time and labor required (Ashton & Chatfield, 2026).
However, technology alone cannot replace scientific expertise. Te value of AI is in insight analysis, dependent on a clear strategic framework and well-curated data. Simply summarizing a meeting transcript is not enough (Medical Affairs Professional Society, 2025)
At Turacoz, AI-assisted analysis accelerates insight generation without replacing scientific judgment. Our medical writers and scientific communication specialists validate AI-generated themes, interpret findings within the clinical context, and develop deliverables—including executive summaries, consensus reports, and publication-ready content—that translate expert discussions into measurable impact.
Key Insight: AI can identify patterns faster than humans, but only experienced scientific experts can determine which patterns matter.
Traditional Advisory Boards vs. Asynchronous Advisory Boards
Which Operational Model should we adopt for our advisory process?
| Status Quo | Evaluation Area | Strategic Support |
| Relies on manual notes and scattered emails Fragmented information gathering | Data capture | Utilizes a centralized platform with structured discussion threads Unified digital documentation |
| Requires 48-hour in-person coordination High-friction scheduling | Time investment | Involves hours of focused, asynchronous input Flexible engagement model |
| Ad hoc and reviewer-dependent Subjective analysis | Pattern recognition | AI-assisted extraction across sessions Automated insight generation |
| Limited by travel availability Geographically constrained | Advisor reach | Global, time-zone-independent participation Borderless collaboration |
| Produces basic meeting minutes Minimal documentation | Output | Generates consensus recommendations, white papers, and executive summaries High-value strategic deliverables |
| Functions as a one-off event Transactional engagement | Relationship model | Operates as an ongoing strategic community Long-term partnership |
This comparison reflects a broader shift: pharmaceutical organizations increasingly measure advisory board success not by whether a meeting took place but by the quality and usability of the insights generated.
Running Multi-Phase Advisory Boards Across Different Time Zones
Bringing together experts across North America, Europe, and Asia has traditionally required compromises that limit participation or discussion time. An asynchronous model helps remove these constraints. A modern hybrid engagement program follows four phases:
Phase 1: Strategic Planning—Define objectives, identify evidence gaps, recruit the right KOLs, and share prereading materials.
Phase 2: Asynchronous Scientific Engagement—Facilitate moderated forums, conduct targeted surveys and evidence reviews, and support peer-to-peer dialogue.
Phase 3: Live Advisory Board Meeting—Discuss emerging themes, explore divergent viewpoints, and build consensus.
Phase 4: Insight Synthesis and Reporting—Conduct AI-assisted thematic analysis, validate the findings through expert review, and develop strategic recommendations.
This phase- based approach transforms advisory boards into continuous engagement programs that generate value before, during, and after the live meeting.
From One-Off Meetings to Continuous Scientific Communities
The most significant evolution in advisory boards is not technological—it is philosophical. For decades, advisory boards were discrete events planned months in advance, with engagement typically resuming only in the next cycle. Forward-thinking Medical Affairs teams now recognize that the greatest value lies not in individual meetings but in continuous scientific engagement.
The Medical Affairs Professional Society has described this as an evolution from the pandemic-era meetings on Zoom to platforms where KOLs interact with content and each other over time rather than in a single decided meet (Medical Affairs Professional Society, 2023). The outcome is not just logistical relief, but an extended engagement across multiple touchpoints resulting in richer, more collegial relationships with advisors than an isolated, one-off session.
Key Takeaway: The future of advisory boards is not defined by where experts meet but by how effectively they collaborate over time.
The Turacoz Advantage: Technology-Enabled, Human-Led
Technology has transformed how pharmaceutical organizations collect, organize, and analyze scientific information, but it cannot replace scientific judgment. At Turacoz, we believe the future of advisory board engagement lies in combining technology-enabled insight generation with experienced medical communications professionals who understand the clinical and regulatory context behind every discussion.
Our Human-at-the-Helm philosophy ensures that AI accelerates analysis without replacing expert interpretation. We integrate medical writing, scientific and medical communications, Medical Affairs consulting, AI-assisted qualitative analysis, consensus development, and executive reporting to transform advisory board discussions into strategic assets that support publication planning, evidence generation, and informed decision-making.
Rather than simply facilitating meetings, we partner with Medical Affairs teams to design engagement models that generate measurable scientific value, moving beyond operational efficiency toward evidence-driven collaboration.
Author:

Shruti Kadam
Lead Medical Writer
Medical Services, Turacoz Healthcare Solutions
About the author:
Shruti is a Lead Medical Writer at Turacoz with nearly five years of experience developing scientific and medical communications, preceded by five years in R&D in Plant Sciences. Her work spans regulatory documents, clinical study reports, manuscripts, and medico-marketing materials across multiple therapeutic areas. Grounded in a life sciences background, she specializes in literature research, data interpretation, and evidence-based writing that meets industry quality standards.
References:
Ashton, T., & Chatfield, S. (2026). AI-enhanced qualitative analysis in healthcare: Unlocking insight from interviews of leadership at top-performing academic medical centres. Healthcare (Basel, Switzerland), 14(2), 248.
Courtney, W. T., Hartley, B. K., Rosswurm, M., LeBlanc, L. A., & Lund, C. J. (2020). Establishing and leveraging the expertise of advisory boards. Behaviour Analysis in Practice, 14(1), 253–263. https://doi.org/10.1007/s40617-020-00503-1
Medical Affairs Professional Society. (2023, November 14). Moving beyond ad boards: Asynchronous HCP engagement strategies. https://medicalaffairs.org/ad_boards-asynchronous-hcp-engagement/
Medical Affairs Professional Society. (2025, July 15). AI in medical insights: From implementation to impact in Medical Affairs. https://medicalaffairs.org/innovate-articles-ai-medical-affairs-insights-fawg-forum/
Petrus, C., & Lam, H. (2024). Considerations for planning effective and appealing advisory boards and other small-group meetings with health care providers: Importance of participant preferences. Pharmaceutical Medicine, 38(4), 311–320.
Within3. (2025, August 27). Engage. Analyze. Act: Mastering virtual advisory boards in pharma. https://within3.com/blog/engage-analyze-act-mastering-virtual-advisory-boards-in-pharma-2

