Medical Affairs AI Lab

Prompts, agents and workflows — tested in the open

The Lab is a working notebook, not a product catalog. Everything here starts as a rough experiment and gets shared as it proves useful in real Medical Affairs practice.

Prompt

Medical Insights Copilot

A prompt pattern for classifying field insights by therapeutic relevance, urgency and stakeholder type.

Status: activeInsights
Agent

Congress Intelligence Agent

Structures congress sessions — abstracts, talks, posters — into organised takeaways and follow-up actions.

Status: activeCongress
Agent

Scientific Meeting Preparation Agent

Assembles a repeatable pre-call brief: stakeholder background, likely questions, relevant evidence.

Status: activeMeetings
Workflow

Literature Intelligence Workflow

A repeatable process for turning new publications into structured, verified medical insights.

Status: activeEvidence
Workflow

Stakeholder Research Workflow

A structured process for understanding a DOL or KOL before first scientific engagement.

Status: activeDOLs
Framework

Medical Affairs Knowledge OS

An evolving structure for organising scientific content, insights and prep material into one coherent system.

Status: in progressKnowledge
Experiment

AI-Assisted Congress Debrief

Testing whether a structured AI debrief improves the speed and consistency of post-congress reporting.

Status: testingCongress
Tool

Prompt Builder

A lightweight framework for constructing Medical Affairs-safe prompts with the right context and guardrails.

Status: activeOpen in Tools →
Experiment

Future MSL Workflows

Exploring what a fully AI-augmented (never AI-replaced) MSL weekly workflow could look like.

Status: earlyFuture MSL

A working principle

Nothing in the Lab replaces scientific judgement or bypasses compliance. Every prompt, agent and workflow here is a starting point to adapt within your own company's approved tools and governance — not a plug-and-play production system. See Responsible AI for the full framework.

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