Build Your AI Governance Infrastructure
We Build the AI Governance Infrastructure that Medical Affairs Organizations Need to Move Forward with Confidence
“If you do not master the latest in science and technology, then your competitors will.” Michio Kaku, Professor of Theoretical Physics, City University of New York
Most Medical Affairs organizations know they need to adopt AI. Few have the governance infrastructure to do it safely. That is exactly what we build.
Book a Discovery Meeting or reach us at pminne@triplehelixstrategy.com
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Every engagement we do starts with understanding where your organization is today and where the gaps are. From there, we design and implement the specific components your organization needs. Those components include:
AI Governance Frameworks
A structured governance model built specifically for Medical Affairs, defining how AI decisions get made, who makes them, and how they get documented. This may include setting up an AI steering committee with the right scope, membership, and decision authority from day one.
AI Use Policy Development
A clear, enforceable policy that defines approved tools, approved data types, restricted data, prohibited activities, and required disclosures. Not a generic IT policy repurposed for Medical Affairs. One built from the ground up for how your organization actually operates.
Compliance Guardrails
Workflow level guardrails designed to hold up under legal and MRC review. These are not theoretical. They are built into the day-to-day processes your teams use in the field and at headquarters.
Vendor Assessment Frameworks
A structured methodology for evaluating AI tools against standards that actually matter in a regulated biopharma environment. So your team can make defensible decisions about which tools belong in your stack and which ones create unacceptable risk.
Validation Procedures and Review Checklists
The operational documentation your teams need to validate AI outputs and maintain accountability at every step. Designed for PharmDs, MDs, and PhDs who need tools they can use, not binders they will ignore.
Medical Affairs Workflow Design
AI optimized workflows built around your specific functions. MSL pre-call planning, field insight capture, KOL engagement, medical information response, literature monitoring, and more. Each workflow is designed with compliance guardrails embedded, not added as an afterthought.
AI Training Programs
Practical, role specific training built for highly credentialed teams who need real fluency, not a generic AI overview. Your MSLs, Medical Directors, Medical Communications experts, and field leaders will leave knowing how to use AI in their specific roles within the boundaries your governance framework defines.
Organizational Adoption Guidance
A structured roadmap that moves AI from pilot to standard operating procedure across your organization. This includes change management guidance, stakeholder communication frameworks, and a maturity model so you always know where you are and what comes next.
What a Triple Helix Engagement Delivers
At the end of an engagement you will have a governance infrastructure your legal team can defend, your MSLs can use, and your executive leadership can point to as evidence that Medical Affairs is leading the AI transition rather than reacting to it. That means documented policies, validated workflows, trained teams, and a steering committee structure that keeps governance living and current as the AI landscape evolves.
Where Medical Affairs Organizations are Feeling the Pressure
Medical Affairs teams are being asked to do more with the same resources. Scientific literature is growing faster than any team can manually process. Medical information requests are arriving in higher volumes with shorter expected turnaround times. Field medical interactions are generating insights that never get fully captured or analyzed. Publication planning and evidence generation are competing for bandwidth that does not exist. And through all of it, Medical Affairs leadership is being asked to demonstrate measurable value to commercial and R&D leadership in language those functions actually understand.
AI can help with all of this. The organizations that benefit most are not the ones that moved fastest. They are the ones that built the right foundation before they scaled.
Where AI Governance Makes the Difference
Not every AI application belongs in every Medical Affairs organization. The right applications depend on your governance infrastructure, your data environment, your compliance requirements, and the specific workflows your teams use in the field.
The use cases that deliver the most value in Medical Affairs include MSL call note analysis and insight extraction, congress intelligence gathering, publication gap analyses, KOL mapping and scientific landscape reviews, literature surveillance and summarization, and medical information response drafting. Each of these carries specific governance requirements. Each requires defined validation standards, clear data boundaries, and a review process that legal and compliance will stand behind.
The organizations that get this right do not start with the tool. They start with the governance question. Which applications are appropriate for our environment? What data can feed those applications? Who validates the output? What happens when the output is wrong?
Those are the questions Triple Helix Strategy is built to answer.
Identifying the Right AI Applications for Your Organization
Every Medical Affairs organization is different. Your therapeutic area, your team structure, your data environment, and your compliance requirements all shape which AI applications make sense and which ones create unacceptable risk.
Triple Helix Strategy helps organizations work through that assessment before committing to a tool or a vendor. That means defining approved tools, approved data types, restricted data, prohibited activities, and required disclosures specific to your environment. It means stress testing proposed applications against your legal and compliance requirements before they reach the field. It means giving your leadership team a defensible answer when someone asks why you chose this application and not that one.
The goal is not to limit what AI can do for your organization. It is to make sure that what you deploy will hold up under scrutiny and deliver the return on investment your leadership expects.
<- Additional Medical Affairs Consulting
Beyond AI governance, Triple Helix Strategy brings nearly 30 years of Medical Affairs leadership experience to organizations that need strategic support in other areas:
MSL Strategy Optimization: If your MSLs are delivering slide decks instead of driving scientific exchange, we can fix that. We implement high-impact initiatives and achievable KPIs that align field team goals with overarching strategic imperatives.
Medical Affairs Launch Planning: Medical Affairs launch strategy and communication plans designed to maximize product market success from day one.
Field Medical Affairs Creation and Expansion: Designing and scaling inaugural MSL teams, or expanding existing ones, to properly execute launch strategy and engage the right KOLs at the right time.
Industry Fellowship Programs: Post-doctoral fellowship blueprints for Medical Affairs teams seeking to align talent development with strategic priorities. Built on a high successful model with excellent results.
Schedule a Discovery Meeting
No pitch. No pressure. A working conversation to determine whether there is a genuine fit between what your organization needs and what we are positioned to deliver. Call 303-219-0303 or email pminne@triplehelixstrategy.com