Your community's AI,trained on your knowledge.
Upload your docs, index community discussions, and give every member an AI copilot that knows your content — not generic training data.
Live example. Real answers cite real sources — your docs and your community's indexed conversations.
How it works
From documents to answers in three steps
The AI Copilot turns your existing knowledge into an always-available assistant for every community member.
Upload your knowledge
Add PDFs, URLs, internal documents, and files to the Knowledge Base. The AI ingests and indexes everything into a searchable vector store.
Index community content
Turn on community indexing. Posts, blogs, discussions, and events become part of the AI knowledge graph automatically.
Members get answers
Members ask questions in the built-in AI chat. The copilot answers from your knowledge, cites sources, and learns from every interaction.
Capabilities
A full RAG stack, not a chatbot wrapper
Retrieval-augmented generation with source citations, per-member context, admin guardrails, and analytics — the whole AI layer, not a UI bolted on top of someone else's API.
Knowledge Base RAG
Upload PDFs, URLs, and internal documents to create a community-specific knowledge source that the AI can cite and reason over.
Community content indexing
Index posts, blogs, and discussions so the AI reflects what your community actually talks about instead of generic internet answers.
Member-facing chat
Give members a fast, integrated AI assistant inside the product instead of pushing them to a separate chatbot experience.
Admin controls
Set source priorities, response style, and content boundaries so the AI represents your community the way you intend.
Usage analytics
Track query volume, adoption, and answer quality to understand whether the AI is genuinely reducing friction.
Interaction logs
Review conversations, investigate edge cases, and use real member questions to improve your knowledge base over time.
Built-in vs Bolted-on
The differentiator is not just having AI. It is having AI intimately tied to your platform, your unique knowledge, and your controls.
| Dimension | Mateflow AI | Bolted-on / generic AI |
|---|---|---|
| AI availability | Built-in from day one — all plans | Add-on, paid seat, or higher tier only |
| Knowledge source | Your docs + indexed community content | Generic model output with no community context |
| Source citations | Inline citations linking back to the doc or post | No citations or vague references |
| Admin controls | Source priorities, response style, content boundaries | Minimal or none |
| Member context | Aware of member tier, joined spaces, recent activity | Same answer for every member |
| Analytics | Query volume, unanswered topics, satisfaction signals | Not tracked or surfaced |
| Interaction logs | Full conversation history for review and KB tuning | Logs locked behind enterprise plans |
| Pricing | Bundled in platform plans (500–15k queries/mo) | Per-seat or per-query upcharge |
What communities actually use AI Copilot for
Real workflows where built-in AI replaces friction with instant, context-aware answers.
Community knowledge assistant
Members get instant answers from your accumulated knowledge without digging through old threads or waiting for a human reply.
Customer support acceleration
Deflect repetitive support questions and reserve the human team for the cases where judgment, escalation, or empathy matters more.
Onboarding for new members
Use the AI as the first guide for how the community works, where to start, and which resources matter most in the first week.
Content discovery
Help members discover relevant posts, events, resources, and recurring discussions through natural-language questions.
AI scales with your community
Every plan includes AI Copilot. Higher tiers unlock more queries, Knowledge Base sources, and community indexing.
Keep learning
Related guides & resources
Give your community the AI it deserves
Start with a 14-day free trial. AI Copilot is included in the platform, not a separate add-on.