Everything your AI needs before it answers.
Wiki keeps knowledge reviewed, permission-aware, source-backed, and ready to publish.
Six connected workflows for trustworthy AI.
Each workflow has its own page with deeper detail. Together they form Wiki Management for AI Applications.
Verification
Review queues, source checks, approval workflows, and AI-ready states keep unverified knowledge out of answers.
See verification workflowEvery answer your AI gives has a supply chain.
Most teams never see theirs. Wiki runs it in the open. Sources come in, get verified, get scoped, and ship out to every chatbot, copilot, and help center you own. When a source changes, nothing updates by accident.
- Verified before it ships
- Scoped per application
- Cited on every answer
- Change control built in
Eight steps up there. One system underneath.
Your AI knowledge is either healthy or quietly becoming a liability.
Wiki scores the state of your knowledge continuously: what is verified, what is drifting, what conflicts, and what your AI is being asked that nobody has answered.
Example workspace data.
health
Your knowledge base should not rot in a folder.
Publish documentation your customers can search, your team can trust, and your AI can answer from.
Different AI. Different boundaries.
Keep public AI public. Keep internal AI useful. Keep sensitive knowledge where it belongs.
| AI application | Product Docs | Pricing Policies | Customer Support | Internal Ops | Admin Notes | Public Docs |
|---|---|---|---|---|---|---|
| Public Chatbot | Allowed | Citation required | Allowed | Unavailable | Unavailable | Allowed |
| Support Assistant | Allowed | Citation required | Allowed | Restricted | Unavailable | Allowed |
| Sales Assistant | Allowed | Citation required | Citation required | Restricted | Unavailable | Allowed |
| Internal Copilot | Allowed | Allowed | Allowed | Allowed | Restricted | Allowed |
| Admin Agent | Allowed | Allowed | Allowed | Allowed | Allowed | Restricted |
| Docs Assistant | Allowed | Citation required | Allowed | Unavailable | Unavailable | Allowed |
Swipe to see all columns
- Allowed
- Citation required
- Restricted
- Unavailable
Different AI surfaces. One governed source.
Wiki helps teams control what each AI application may know, cite, and say across customer-facing and internal experiences.
Customer-facing chatbots
Public chatbots guess when product knowledge is scattered or stale.
Answer from approved product knowledge. Cite sources. Refuse when the answer is not documented.
Customers get consistent, source-backed answers with clear boundaries.
AI support assistants
Support AI mixes public help content with internal escalation notes.
Separate collections, require citations for billing answers, and block internal-only sources from public channels.
Agents get useful context without leaking restricted knowledge.
AI sales assistants
Sales AI invents discounts, guarantees, or roadmap promises.
Use approved pricing and positioning. Keep internal comp notes and draft policies restricted.
Revenue teams move faster without making promises the business cannot keep.
Internal copilots
Copilots either see everything or nothing useful.
Give your team useful context without opening every internal folder. Apply role-aware policies per application.
Employees get governed answers from the knowledge they are allowed to use.
Documentation assistants
Docs assistants answer from outdated pages that never went through review.
Publish from verified sources, track publishing health, and require citations in assistant responses.
Public docs and assistant answers stay aligned with approved knowledge.
AI-enabled product experiences
In-product AI features ship faster than the knowledge behind them.
Connect product experiences to verified collections, test cases, and permission policies before launch.
Product teams ship AI features with a governed source of truth behind them.
Focused product pages.
Knowledge
Turn scattered information into managed AI knowledge.
Verification
Unverified knowledge never reaches your AI.
Permissions
Your AI gets access. Not a master key.
Answers
Test the answer before it reaches the customer.
Docs
Publish documentation from the source your AI trusts.
Health
Know what your AI should trust today.
Authority writing on AI knowledge governance.
Flagship articles that explain the category and connect back to product workflows.
AI Knowledge Management
What Is Wiki Management for AI Applications?
Wiki Management for AI Applications governs what AI can use, who can see it, whether it is current, and whether an answer can be trusted.
AI Knowledge Management
How to Build an AI Knowledge Base for Production
A production AI knowledge base is governed, verified, permissioned, and test-covered. This guide walks through the six gates and a 30-day rollout.
AI Support
Why Your AI Chatbot Keeps Giving Different Answers
Inconsistent chatbot answers usually come from fragmented sources, stale docs, conflicting policies, and missing governance, not random model behavior.
AI Knowledge Management
RAG Is Not a Source of Truth
Retrieval can find context. It does not decide whether that context is current, approved, allowed for the audience, or safe to cite.
Straight answers about Wiki and AI knowledge.
Clear definitions, no hype, and no promises the product cannot support.
Before your AI starts freelancing
Before you ship another AI feature, check the knowledge behind it.
The AI Knowledge Control Checklist covers sources, permissions, claims, and change controls.
Your AI is already talking.
Make sure it knows what it is talking about.