One unified search for Your Team’s Internal Knowledge.
Your team’s knowledge is scattered across Notion, Slack, Google Drive, GitHub, and a dozen other tools. Ludflow connects them all and gives you one search bar with AI-powered answers and citations you can verify.
The Problem
You Shouldn’t Have to Ping Slack to Find a File.
Your team’s knowledge lives in 5+ tools. Every question turns into a scavenger hunt — search Notion, scan Slack threads, check the Google Drive, ask in #general. New hires spend their first month learning where things are instead of contributing.
Support teams escalate tickets because they can’t find the answer that already exists somewhere. Senior engineers become full-time question routers instead of building product. The knowledge is there — it’s just buried across tools nobody remembers to check.
Tool Sprawl
Notion for docs, Slack for decisions, Google Drive for decks, GitHub for code. Your knowledge is everywhere, which means it’s effectively nowhere.
Tribal Knowledge
Half your organization’s knowledge exists only in people’s heads or buried in Slack threads. When someone leaves, that knowledge walks out the door.
Search That Doesn’t Work
Every tool has its own search, and none of them talk to each other. You get 47 keyword matches and zero actual answers.
The Solution
Optimized AI Search: Accuracy Over Index Volume.
Most search tools brag about indexing everything. Ludflow takes the opposite approach — it indexes only verified, published content so your search results are accurate, not just abundant. RAG-powered semantic search understands what you mean, not just what you typed, and every answer comes with citations you can click to verify.
Here's what that looks like in practice
FEATURE
One Chat to Search Everything
Ludflow's unified chat is the single entry point for your team's knowledge. Ask a question in natural language and get answers pulled from your documentation, your codebase, or both — with citations you can verify.
- RAG-powered semantic search — finds answers even without exact terminology
- Citations with slideout previews — click a reference to see the source
- Search docs, edit documents, and query code from the same chat
- Intent classification routes your question to the right source automatically
- Code search across connected GitHub repositories with function-level precision
FEATURE
Your Codebase, Documented Automatically
Connect your GitHub repositories and Ludflow analyzes your code to extract functions, API endpoints, database operations, environment variables, and dependency maps. Get an auto-generated API documentation catalog without writing a single line of JSDoc.
- One-click GitHub OAuth connection — no GitHub App installation required
- Automatic extraction: functions, API endpoints, DB operations, env vars
- Scheduled sync (daily/weekly/monthly) keeps documentation current
- Ask your codebase questions in natural language through unified chat
FEATURE
Built for Teams, Not Solo Note-Takers
Ludflow's collaboration model mirrors how cross-functional teams actually work. Engineers, product managers, and stakeholders all get the access and context they need. Organize docs into folders. Publish documents to make them searchable across the org.
- Organization hierarchy with role-based access
- Publishing workflow: Draft to Published to searchable in RAG
- Google Drive and Notion import — bring existing documentation
- Folder assignments with activity logging for delegation
How It Works
From Zero to Documented in Four Steps
Connect
Link your knowledge sources: GitHub repos, Google Drive, Notion imports. Ludflow ingests and indexes published content automatically.
Ask
Type a natural language question in Ludflow’s unified chat. No special syntax, no picking which tool to search. Just ask like you’d ask a colleague.
Answer
Ludflow’s RAG engine finds the most relevant content across all connected sources, generates a clear answer, and attaches color-coded citations to every claim.
Verify
Click any citation to see the source in a slideout preview. No blind trust — every answer is traceable back to your team’s actual documentation.
Who It's For
Built for Every Team That Touches Your Product
Ops Leads
Running cross-functional teams
Stop being the human search engine for your org. When someone asks “where’s the doc for X?”, point them to Ludflow instead of digging through Notion yourself.
Customer Support Teams
Resolving tickets faster
Find the answer to a customer question in seconds instead of escalating to engineering. Search across product docs, internal runbooks, and code documentation from one place.
New Hires
First 90 days
Get productive in days, not months. Ask Ludflow any question about the codebase, processes, or architecture and get a verified answer with sources — no need to wait for someone to be free on Slack.
Comparison
Why Teams Choose Ludflow Over Siloed Search
| Feature | Ludflow | Notion | Guru | Glean |
|---|---|---|---|---|
| Cross-Source Search | ✓ | — | Limited | ✓ |
| Code Repository Search | ✓ | — | — | Limited |
| AI-Generated Answers | ✓ | — | Basic | ✓ |
| Citation Previews | ✓ | — | — | — |
| Schema/Database Search | ✓ | — | — | — |
| Curated Content Only | ✓ | — | — | — |
| Diagram Generation | ✓ | — | — | — |
| Free Tier | Free beta | Limited | Paid | Enterprise |
Cross-Source Search
Code Repository Search
AI-Generated Answers
Citation Previews
Schema/Database Search
Curated Content Only
Diagram Generation
Free Tier
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Built to Keep Everyone on the Same Page
Early Access
Get In Early. Shape the Product.
Ludflow is in private beta. We're onboarding teams who want to solve documentation rot and are willing to share feedback and help shape the product and user experience. Beta access is completely free.
FAQ
Common Questions
Stop Letting Documentation Die on the Vine
Your team's knowledge deserves better than a folder of outdated PDFs and abandoned wiki pages. Ludflow keeps your docs alive, connected, and searchable — automatically.
Early Access
Want to Be the First?
We’re building Ludflow with early users who care about documentation. Request beta access to shape the roadmap and help us build the tool your team actually needs.