Scientific Meeting Preparation Assistant
Turns stakeholder context and objectives into a structured meeting brief.
In development
Tools
Small tools, built for real Medical Affairs workflows
Utilities in progress, plus a first look at Ask Albert AI — an assistant grounded in what's actually published on this site.
Ask Albert AI
A preview of what's coming
An assistant that answers primarily from what's published here — Medical Affairs, AI, Digital Medical Affairs, DOLs, career, projects and resources.
Ask Albert AIComing soon — preview
What's the difference between a KOL and a DOL?
A KOL is identified through peer recognition and clinical authority. A DOL adds digital scientific influence — reach and credibility in online scientific conversation. See the full breakdown in Digital Opinion Leaders →
AI-generated responses may contain errors. Not medical advice. Preview only — not yet live.
In Development
Tools being built
Small, focused utilities — not a platform. Each one solves one real preparation problem.
Paper Intelligence
Structures a publication into key findings, limitations and relevance for a given therapeutic area.
In development
Medical Insights Structurer
Classifies field insights by relevance, urgency and stakeholder type.
In development
Congress Planner
Plans congress days around sessions, stakeholders and follow-ups.
In development
Prompt Builder
Builds Medical Affairs-safe prompts with the right context and guardrails.
In development
Stakeholder Research Template
A repeatable structure for researching a DOL or KOL before first engagement.
In development
Medical Affairs AI Readiness Assessment
A short self-assessment for where a Medical Affairs team stands on AI adoption and governance.
In development
These tools are being built in the open. None are connected to real company data or systems — always use your own company's approved tools for anything involving confidential or clinical information.