| Problem | Reality | Loss |
|---|---|---|
Paper Management | PDFs everywhere. Notes nowhere. | 127 PDFs lost |
Literature Review | Same paper. Third time this week. | 8 hrs/week |
Writing | Cursor blinks. Nothing happens. | 40% time staring |
Citations | Wrong format. Again. | 12% errors |
Deadlines | Everything breaks at once. | 72hr before deadline |
Don't do literature reviews
in scattered browser tabs.
Fynman helps you read PDFs, synthesize findings across papers, and draft manuscripts with accurate citations - all on your desktop. Your data stays on your device.
Cut literature review and manuscript drafting timings by half.
Your research tools are broken.
Here's what's stealing your time
How Fynman works
Import your library, find the gaps, synthesize the field, and draft the review — in one place.
Collect & Organize
Import papers, manage PDFs, and organize your research library
Analyze & Review
AI-powered literature review and cross-paper analysis
Write & Publish
Draft manuscripts with AI assistance and perfect citations
Fynman solves this with desktop AI that thinks like a senior researcher

Speed
What took 6 months of manual reading now takes 6 weeks
Depth
AI reads every sentence, remembers every claim, catches every contradiction
Accuracy
Zero hallucinations. Every insight traced back to exact paper and page number.
From Scattered to Systematic in 3 Steps
Before
After
Import Your Research Library
One click. All your papers. Import from Zotero, Mendeley, EndNote. Or just drag PDFs. Fynman organizes everything, extracts metadata, makes it searchable. Your computer. Your data. Done.
AI Identifies What You'd Miss
AI reads everything. At once. Spots patterns you can't. Finds contradictions. Reveals gaps. Pick your AI: OpenAI, Claude, or go offline. Every insight? Traced to exact paper and page. No BS.
Write with Your Library at Your Fingertips
Type. Get citations instantly. Beat writer's block with AI that knows your research. Export anywhere: Word, LaTeX, Google Docs. Perfect formatting. Every time. Writing papers just got faster.
How Fynman compares
An honest look at your options for research tools
| Tool | Fynman | Zotero | Mendeley | Notion | Obsidian | ChatGPT | Word + Copilot |
|---|---|---|---|---|---|---|---|
| End-to-End Workflow | ✓ | ✗ | ✗ | ~ | ✗ | ✗ | ✗ |
| Deep AI on PDFs | ✓ | ~ | ✗ | ✓ | ~ | ✓ | ✓ |
| Systematic Review Support | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Works Offline | ✓ | ✓ | ✗ | ✗ | ✓ | ✗ | ~ |
| Built for Research | ✓ | ✓ | ✓ | ✗ | ✗ | ✗ | ✗ |
| Cross-Paper Synthesis | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Project & Task Management | ✓ | ✗ | ✗ | ✓ | ~ | ✗ | ✗ |
| Custom Research Agents | ✓ | ✗ | ✗ | ✗ | ✗ | ~ | ✗ |
Fynman
Desktop App- 🔒 Privacy: Local library, your key
- 🤖 AI Analysis: Full papers
- 📵 Offline: Yes
- 💰 Price: $49/year
- 🎯 Best for: Complete workflow
- 📋 Project Management: Built-in
- 🤖 Custom Agents: Research-focused
- ⚠️ Limitation: Desktop only
ChatGPT/GPT-4
AI Assistant- 🔒 Privacy: Cloud only
- 🤖 AI Analysis: Manual upload
- 📵 Offline: No
- 💰 Price: $20/month
- 🎯 Best for: General Q&A
- 📋 Project Management: None
- 🤖 Custom Agents: Custom GPTs
- ⚠️ Limitation: No paper mgmt
Every other AI research tool uploads your papers to their servers to read them.
Fynman is different. Your library stays on your machine — and the AI runs on your own key, like VS Code and Copilot.
Your library stays yours. AI on your own key.

⚠️ Cloud research tools
- Your papers uploaded to their servers →
- Processed on their infrastructure →
- The vendor sees everything you upload →
- Your work can train their models →
- Export limits and lock-in →
✅ Fynman
- Your library and PDFs stay on your device
- Fynman never receives or stores your papers
- AI runs on your own Anthropic/OpenAI key
- Your text goes only to the provider you choose
- Standard formats — export anytime
The economics of research time
Your researchers spend 4.5 months per year on literature review. What's that worth?
Institutional
Fynman pays for itself by month 2
🔒 30-day pilot program • No long-term commitmentIndividual Researcher
Questions researchers ask
Everything you need to know about Fynman