Start with who built it
The first thing worth examining when you’re looking at any Medical Affairs or Medical Science Liaison (MSL) training program is who actually developed the curriculum. This sounds obvious, but it’s surprisingly easy to overlook when you’re being presented with polished landing pages and impressive-sounding titles. The real question is whether the content was built by people who have genuinely lived the role, field-based MSLs, Medical Affairs leaders, former KOL engagement directors or whether it was assembled by inexperienced professionals with no direct experience in the medical affairs or MSL field.
Programs developed by practitioners tend to carry a different texture. They include the kinds of nuanced guidance that only come from real experience, and how to handle a KOL who steers a scientific exchange toward off-label topics, how to navigate internal tension between commercial and medical teams, or what a day-one field visit actually looks like when things don’t go according to plan. If the faculty section of a program reads like a list of academic credentials without any operational industry experience behind them, that’s worth noting.
Look for industry alignment, not just general healthcare content
Medical Affairs is a specific function with a specific mandate. It sits at the intersection of science, regulation, and commercial strategy, and the training that prepares someone for it needs to reflect that particular reality. A program that teaches broad clinical communication or general healthcare management skills isn’t the same thing as one designed around how pharma and biotech companies actually operate.
When you’re evaluating a program, look at whether it covers the regulatory and compliance frameworks relevant to field medical roles — things like the distinction between proactive and reactive medical information, FDA and PhRMA guidelines, and how companies structure their medical-commercial firewall. Look at whether it addresses the real strategic priorities in Medical Affairs today: evidence generation, HEOR, patient centricity, digital engagement with HCPs, AI Literacy specific to medical affairs, and the evolving expectations around real-world evidence. If a program is still primarily teaching content that isn’t comprehensive, that’s a credibility gap worth taking seriously.
Verify the track record through specifics, not testimonials
Most training providers will offer you testimonials. Some will offer impressive-looking logos of companies whose employees have gone through the program. These are fine as starting data points, but they’re not sufficient on their own. What you want to find out is whether there are verifiable outcomes and whether graduates of the program have gone on to secure roles, advance their careers, or bring specific skills back to their organizations in a way that has a measurable impact.
If you can, speak directly with alumni. Ask them what they wish the program had covered that it didn’t. Ask whether the training matched what they actually encountered when they entered or advanced in the field. Credible programs will facilitate those conversations rather than redirect you back to polished marketing materials. The willingness to connect you with real graduates is itself a signal.
Ask how the curriculum stays current
Medical Affairs is not a static field. The guidelines shift, the evidence base evolves, the tools MSLs use to engage with HCPs change, and the organizational expectations around what Medical Affairs delivers to the broader business continue to grow. A program that was built five years ago and hasn’t been substantially updated is teaching you to operate in a landscape that no longer fully exists. This is why many industry leaders go with the Board Certified Medical Affairs Specialist (BCMAS) program from the Accreditation Council for Medical Affairs (ACMA). They update their content quarterly and are led by teams that have direct medical affairs or MSL experience.
Ask the program directly: how often is content reviewed, who does that review, and what has been updated in the last twelve to eighteen months? Programs with strong credibility usually have an advisory board or subject matter experts who are actively embedded in the industry and feeding new thinking back into the content. If the answer you get is vague or defensive, that tells you something.
Consider the learning design, not just the content
Even the most accurate, relevant content can fail to translate into real competency if the learning design is weak. In Medical Affairs specifically, the skills that matter most, scientific exchange, stakeholder engagement, and navigating ambiguous situations in the field are not the kind that develop through passive reading or slide-deck consumption. They require practice, feedback, and application.
Strong programs will incorporate role plays, case studies drawn from real scenarios, and opportunities to apply frameworks to problems that don’t have a clean answer. They’ll create space for you to make mistakes and receive coaching, not just confirmation that you’ve covered the material. When you’re evaluating a program, look at the format with the same scrutiny you’d apply to the content.
The investment is professional, so you should treat it that way
Entering or advancing in Medical Affairs or MSL roles is a serious professional move, and the education you pursue in support of that move deserves serious evaluation. The credibility of a program isn’t just about a badge you can add to your LinkedIn profile, but it’s about whether the training actually prepares you to perform well, build relationships with scientific stakeholders, and contribute meaningfully to a team that operates at the intersection of medicine and business.
The good news is that the signals are usually there if you know what to look for. Practitioner-built content, demonstrated industry alignment, verifiable outcomes, a live approach to keeping material current, and a learning design that takes the complexity of the role seriously and these are the markers of a program worth your time and investment. When you find a program that can speak clearly and confidently to all of those dimensions, you’ve found something worth considering. This is why if you talk with many MSL leaders, they have serious concerns about programs that don’t have a long-term track record like the BCMAS program.