What this page is
Across the playbook, the workflow and tool pages point to a number of third-party tools as alternatives, complements, or adjacent options. This page consolidates them in one place so you can see the full ecosystem at a glance, understand where each one fits, and find the right tool for the job without scanning every workflow. The tools listed here are not PharmaTools.AI products and we have no commercial relationship with their vendors. They are included because they appear in the playbook as practical options medical writers may already be using. The PharmaTools.AI tools — PubCrawl, RefCheckr, MedCheckr, Patiently AI, LLMentor, PLS Generator, and PosterLens — are documented on their own pages above.How to read this page
Tools are grouped by the job they help you do, not by vendor. Each entry covers what the tool is, when to reach for it, and which playbook pages already point to it. Inclusion here is not an endorsement — the writer is always responsible for verifying outputs, checking compliance with their organisation’s policies, and confirming the tool is appropriate for the task and the data involved.Multi-document workflows
Claude Cowork
claude.ai → A structured project workspace where you can drop multiple source documents (papers, protocols, statistical outputs, prior drafts) and work with them together. Reach for it when your task is synthesising or drafting across several sources rather than questioning a single document. Distinct from inline Claude/ChatGPT (which works from pasted text) and from NotebookLM (which is optimised for single-paper exploration). Where the playbook points to it: Find Evidence, Extract Study Data, Extract Key Messages, Write a Manuscript, Draft a Regulatory Document, PubCrawlSingle-paper exploration
NotebookLM
notebooklm.google.com → Upload a paper (or a small set) and ask questions grounded in the source text. Useful for familiarising yourself with a complex publication, identifying key themes, and preparing for downstream writing — but the writer must still verify study design, endpoints, limitations, and interpretation against the source. Where the playbook points to it: Find Evidence, Summarise a Source Paper, Extract Study Data, Extract Key Messages, Write a Manuscript, PubCrawlLiterature search and synthesis
Elicit
elicit.com → Structured paper extraction and cross-paper synthesis. Useful during exploratory research, when comparing findings across multiple papers, or when building an evidence base before writing begins. Where the playbook points to it: Find Evidence, Summarise a Source Paper, Extract Study Data, Extract Key Messages, PubCrawl, RefCheckrConsensus
consensus.app → Fast research-question exploration across the published literature. Useful for early framing — getting a sense of what the evidence says on a question — before committing to a structured search. Where the playbook points to it: Find Evidence, PubCrawlPerplexity
perplexity.ai → AI-powered search with cited sources. Useful for quick fact-checking, background research, and locating specific claims in the literature when you need an answer faster than a structured search would deliver. Where the playbook points to it: Find Evidence, Summarise a Source Paper, Verify Claims Against References, PubCrawlScite.ai
scite.ai → Citation context analysis. Shows whether a citation supports, contrasts, or merely mentions a claim — useful as a second layer alongside claim-level verification when you need to understand how a paper has been received in the literature. Where the playbook points to it: Find Evidence, Verify Claims Against References, RefCheckrReference management
Zotero
zotero.org → Open-source reference library management. Store, organise, tag, and cite the papers your evidence base contains. Plays well with most word processors via a citation plugin. Where the playbook points to it: Find Evidence, Write a Manuscript, Draft a Regulatory Document, Verify Claims Against References, PubCrawl, RefCheckrEndNote
endnote.com → Commercial reference library management, common in pharma and academic environments. Same job as Zotero — store, organise, and cite — but with broader institutional adoption and Word integration. Where the playbook points to it: Find Evidence, Write a Manuscript, Draft a Regulatory Document, Verify Claims Against References, PubCrawl, RefCheckrGeneral-purpose AI assistants
Claude
claude.ai → General-purpose conversational AI from Anthropic. The playbook references it as a baseline option for drafting, summarisation, simplification, audience adaptation, outline generation, and consistency scanning when working from pasted text. Best treated as a flexible assistant for exploratory or low-risk tasks — not as a substitute for evidence-grounded tooling on regulated or compliance-critical work. Where the playbook points to it: Most drafting, adaptation, and review workflows — including Build Content Outline, Write a Manuscript, Draft a Regulatory Document, Convert Stats to Narrative, Adapt for Different Audiences, Create a Plain Language Summary, Create a Medical Slide Deck, Repurpose Content Across Channels, Check Document ConsistencyChatGPT
chatgpt.com → General-purpose conversational AI from OpenAI. Functionally interchangeable with Claude for most of the tasks the playbook references — choose based on your organisation’s enterprise contracts, data-handling policies, and your own experience with each model. The same caveats apply: fine for exploratory and low-risk work, not a substitute for evidence-grounded tooling on regulated content. Where the playbook points to it: Same workflows as Claude (paired throughout the playbook as alternatives).Enterprise productivity
Microsoft Copilot
microsoft.com/microsoft-copilot → In-document AI inside Word and PowerPoint, available in many enterprise pharma environments through existing Microsoft 365 contracts. Reach for it when your organisation’s compliance and data-handling rules favour staying inside Microsoft 365 over external tools, or when you want drafting assistance directly in the document you are editing. Where the playbook points to it: Write a Manuscript, Draft a Regulatory Document, Create a Medical Slide DeckFigures, diagrams, and visuals
BioRender
biorender.com → Publication-quality biological and mechanism-of-action figures, with a large library of pre-built scientific icons and templates. Standard tool in many pharma and academic environments for figure creation in manuscripts, slides, and posters. Where the playbook points to it: Write a Manuscript, Create a Medical Slide DeckNapkin
napkin.ai → Generates concept diagrams and visual summaries from text. Useful during early planning (visual concept mapping), when repurposing content into shareable visuals, or when summarising poster data for internal distribution. Not a substitute for figures that need to meet publication standards — that is BioRender’s territory. Where the playbook points to it: Build Content Outline, Prepare a Congress or Poster Summary, Create a Medical Slide Deck, Repurpose Content Across ChannelsPresentation generation
Gamma
gamma.app → Converts structured content (outlines, prose, bullet lists) into presentation decks. Useful when you have the content and need a first-pass slide structure, or when repurposing existing material into a deck format. The writer is responsible for clinical accuracy, visual standards, and final review before any deck leaves the desk. Where the playbook points to it: Build Content Outline, Create a Medical Slide Deck, Repurpose Content Across ChannelsTranscription
Otter.ai
otter.ai → Meeting and interview transcription with speaker identification. Useful for capturing advisory boards, KOL interviews, and focus groups when key messages need to come from spoken insight rather than published sources. Check your organisation’s data-handling and consent rules before recording any HCP or patient interaction. Where the playbook points to it: Extract Key MessagesFireflies.ai
fireflies.ai → Same job as Otter.ai — automated meeting transcription, with broader integrations into common conferencing platforms. Choose between the two based on which integrates with your team’s existing meeting stack and which meets your organisation’s compliance requirements. Where the playbook points to it: Extract Key MessagesWhat’s not on this list
This page covers third-party tools the playbook actively references in its workflows. It does not attempt to catalogue the full landscape of medical writing software. Notable categories deliberately left out:- Pharma-specific commercial platforms (Veeva, IQVIA, Datavision, etc.) — these are typically procured at the organisation level and out of scope for a playbook focused on day-to-day AI tooling.
- Regulatory submission and publishing tools — covered indirectly in the regulatory workflow, but the platforms themselves are environment-specific.
- General productivity tools (Notion, Slack, Jira, etc.) — assumed but not relevant to the AI-specific guidance in the playbook.
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