# The AI Pill The AI Pill is a publication of practical AI workflows, tools, and prompts for pharma, medcomms, healthcare marketing, medical affairs, strategy, and agency teams. ## Core Pages - [Home](https://theaipill.com/) - [About](https://theaipill.com/about) - [Drops Archive](https://theaipill.com/drops) - [RSS Feed](https://theaipill.com/rss.xml) ## Drops - [AI Pill #033: AI Search String → PubMed Check](https://theaipill.com/drops/ai-pill-033-ai-search-string-to-pubmed-check) - An AI-generated search string deserves a test run. PubMed’s Search Details shows how the query was translated, which helps you spot a search that is behaving differently from what you intended. - [AI Pill #032: Acronym Soup → Checked Glossary](https://theaipill.com/drops/ai-pill-032-acronym-soup-to-checked-glossary) - The same abbreviation can mean different things across specialties. A glossary for an HCP deck needs definitions from the actual source, with unresolved terms left visible. - [AI Pill #031: Favorite Prompt → Small Test Set](https://theaipill.com/drops/ai-pill-031-favorite-prompt-to-small-test-set) - Before your team reuses a prompt for HCP education outlines, try an abstract with no follow-up period or conflicting endpoint wording. A tidy input is only one test case. - [AI Pill #030: Retrieved Text → Instruction Check](https://theaipill.com/drops/ai-pill-030-retrieved-text-to-instruction-check) - A copied research page can contain instructions aimed at an AI: ignore the brief, reveal a file, open a link. A source-synthesis workflow should treat those words as document content. - [AI Pill #029: Dense Paragraph → Plain Meaning](https://theaipill.com/drops/ai-pill-029-dense-paragraph-to-plain-meaning) - An HCP explainer for a specialist may need a different vocabulary for a generalist. Simplifying the language must preserve the endpoint, population, uncertainty and limitations. - [AI Pill #028: Source Folder → Freshness Register](https://theaipill.com/drops/ai-pill-028-source-folder-to-freshness-register) - A reference on an HCP education page can still open while the facts around it have changed. Keep the date you checked a source alongside the date it was published. - [AI Pill #027: Big Percentage → Clear Denominator](https://theaipill.com/drops/ai-pill-027-big-percentage-to-clear-denominator) - Before turning a study statistic into slide copy, check the denominator. Fictional example: 2 in 100 becomes 1 in 100. That is a 50% relative decrease and a 1-percentage-point absolute decrease. - [AI Pill #026: Polished Copy → Qualifier Check](https://theaipill.com/drops/ai-pill-026-polished-copy-to-qualifier-check) - A medical slide can become less accurate during a polish. Watch the small words: may, some, exploratory, associated, in this population. A rewrite must preserve what the endpoint and source actually support. - [AI Pill #025: Task Idea → Data-Safe Trial](https://theaipill.com/drops/ai-pill-025-task-idea-to-data-safe-trial) - Want to test AI on an agency review workflow? Start with a fictional HCP education brief and invented reviewer comments. You can test the instructions before a real client document goes anywhere. - [AI Pill #024: Loose Ends → Clean Handoff](https://theaipill.com/drops/ai-pill-024-loose-ends-to-clean-handoff) - Turn project context, decisions, files, and open risks into a handoff the next person can actually use. - [AI Pill #023: Raw Questions → Better Bank](https://theaipill.com/drops/ai-pill-023-raw-questions-to-better-bank) - Audit a raw question bank for bias, redundancy, missing coverage, and low-value prompts. - [AI Pill #022: Objective → Workshop Plan](https://theaipill.com/drops/ai-pill-022-objective-to-workshop-plan) - Turn a vague workshop objective into a timed plan with activities, outputs, and decision points. - [AI Pill #021: Project Noise → Status Report](https://theaipill.com/drops/ai-pill-021-project-noise-to-status-report) - Turn project updates from multiple systems into a decision-focused status report. - [AI Pill #020: Evidence → Deck Story](https://theaipill.com/drops/ai-pill-020-evidence-to-deck-story) - Turn a set of evidence points into a logical deck narrative with a clear claim-evidence implication chain. - [AI Pill #019: Messy Input → Creative Brief](https://theaipill.com/drops/ai-pill-019-messy-input-to-creative-brief) - Turn conflicting comments and scattered requirements into a clear creative brief with unresolved tensions exposed. - [AI Pill #018: RFP → Proposal Skeleton](https://theaipill.com/drops/ai-pill-018-rfp-to-proposal-skeleton) - Turn an RFP into a compliance matrix, win themes, and a proposal skeleton before drafting prose. - [AI Pill #017: Competitor Noise → Weekly Watch](https://theaipill.com/drops/ai-pill-017-competitor-noise-to-weekly-watch) - Build a focused weekly competitor watch that reports meaningful change instead of link volume. - [AI Pill #016: Source Pack → Speaker Brief](https://theaipill.com/drops/ai-pill-016-source-pack-to-speaker-brief) - Turn approved materials into a concise speaker brief, likely questions, and rehearsal plan. - [AI Pill #015: Rough Email → Client-Ready](https://theaipill.com/drops/ai-pill-015-rough-email-to-client-ready) - Turn a rough client email into a clear message with the ask, decision, owner, and deadline visible. - [AI Pill #014: Search Results → Reading Queue](https://theaipill.com/drops/ai-pill-014-search-results-to-reading-queue) - Turn a large literature search into a transparent, prioritized reading queue. - [AI Pill #013: Transcript → Insight Matrix](https://theaipill.com/drops/ai-pill-013-transcript-to-insight-matrix) - Convert an advisory board or research transcript into a traceable insight matrix without flattening disagreement. - [AI Pill #012: Objectives → Discussion Guide](https://theaipill.com/drops/ai-pill-012-objectives-to-discussion-guide) - Turn advisory board objectives into a timed, neutral, insight-generating discussion guide. - [AI Pill #011: KOL Profile → Smart Brief](https://theaipill.com/drops/ai-pill-011-kol-profile-to-smart-brief) - Build a useful KOL briefing note from publications, research themes, and recent scientific activity. - [AI Pill #010: Congress Noise → Signal](https://theaipill.com/drops/ai-pill-010-congress-noise-to-signal) - Turn a flood of congress abstracts, presentations, and commentary into a prioritized intelligence brief. - [AI Pill #009: Source Pack → Slide Outline](https://theaipill.com/drops/ai-pill-009-source-pack-to-slide-outline) - Turn an approved source pack into a purpose-built slide outline before anyone starts formatting slides. - [AI Pill #008: Turn a draft claim into a traceable evidence trail](https://theaipill.com/drops/ai-pill-008-claim-to-evidence-trail) - Use Elicit, Scite, and NotebookLM to turn a draft medical claim into a traceable evidence table before MLR review. - [AI Pill #007: Turn scattered inputs into a usable project brief](https://theaipill.com/drops/messy-brain-dump-clean-brief) - Turn scattered client comments, meeting notes, and rough ideas into a clean project brief your team can act on. - [AI Pill #006: Pressure-test discussion questions before the meeting](https://theaipill.com/drops/rough-questions-sharper-insights) - Pressure-test rough advisory board, KOL interview, workshop, or client strategy questions before the meeting. - [AI Pill #005: Turn research into a sharper strategic POV](https://theaipill.com/drops/research-material-strategic-pov) - Turn research material into a sharper strategic POV with implications, risks, and recommended next steps. - [AI Pill #004: Turn meeting transcripts into action trackers](https://theaipill.com/drops/transcript-action-tracker) - Convert meeting transcripts into a clean action tracker with decisions, owners, deadlines, blockers, and next steps. - [AI Pill #003: Beat the blank page with a stronger first draft](https://theaipill.com/drops/blank-page-first-draft) - Use AI to move from a blank page to a useful first draft for decks, emails, briefs, and strategy documents. - [AI Pill #002: Extract what matters from dense source material](https://theaipill.com/drops/dense-source-material-takeaways) - Extract useful takeaways, implications, risks, and next steps from dense source material. - [AI Pill #001: Meeting notes to client-ready follow-up](https://theaipill.com/drops/messy-meeting-notes-follow-up) - Turn messy meeting notes into a polished client-ready follow-up with decisions, risks, owners, and next steps. ## Legal And Policy Pages - [Privacy Policy](https://theaipill.com/privacy-policy) - [Cookie Notice](https://theaipill.com/cookie-notice) - [Terms of Use](https://theaipill.com/terms-of-use) - [AI & Medical Disclaimer](https://theaipill.com/ai-medical-disclaimer) - [Accessibility Statement](https://theaipill.com/accessibility-statement) - [Editorial Disclosure](https://theaipill.com/editorial-disclosure) ## Use Notes Content is informational only and is not medical, legal, regulatory, clinical, pharmacovigilance, compliance, or professional advice. AI prompts and workflows should be reviewed against organizational policy before use.