Product · Mar 12, 2026 · 4 min read

Introducing Khub: One source of truth for every AI tool

Khub Team · Mar 12, 2026
Introducing Khub: One source of truth for every AI tool

Every business that uses AI tools eventually hits the same wall: the AI doesn't know enough about you. It hallucinates prices, invents policies, and contradicts what your team said last week. The root cause is almost never the AI model itself, it's the knowledge layer underneath it.

Today we're launching Khub, a dedicated knowledge infrastructure platform designed to be the single source of truth that every AI tool in your stack reads from. One place to write, structure, and publish your business knowledge, and every connected tool stays in sync automatically.

The problem we're solving

Most businesses manage AI knowledge by copy-pasting content into each tool separately. Your chatbot has one version of your refund policy. Your email assistant has another. Your sales AI was trained on a PDF from six months ago. When something changes, a price update, a new product launch, a policy revision, you have to remember to update every tool individually.

This doesn't scale. And the consequences are real: customers get wrong answers, leads get confused, and your team spends more time correcting AI mistakes than the AI saves them.

How Khub works

Khub gives you a structured knowledge base organised into domain sections: Products and Services, FAQs, Brand Voice, Booking Rules, Lead Routing, and more. Each section is purpose-built for a specific category of business knowledge.

You write your knowledge once. Khub indexes it using hybrid search (combining keyword matching and semantic vector embeddings), chunks it intelligently for AI consumption, and exposes it through a unified API that any tool can query.

  • Hybrid search with re-ranking, keyword and semantic search combined via Reciprocal Rank Fusion, with a re-ranker to surface the most relevant results.
  • Native MCP server, Claude, Cursor, and other MCP-compatible agents can query your KB directly as a tool, no custom integration needed.
  • Public read tokens, generate a kb_ token and drop it into any .env file. Developers can start querying your KB in minutes.
  • File indexing, attach PDFs, Word docs, and spreadsheets to knowledge items. Khub extracts the text and indexes it for search.
  • Automatic re-indexing, save a published item and Khub re-chunks, re-embeds, and re-indexes it in the background. No manual sync step.

Who it's for

Khub is built for businesses that use AI across multiple touchpoints, customer-facing chatbots, internal assistants, sales tools, support workflows. If you've ever wished your AI just knew more about your business, Khub is the infrastructure that makes it happen.

The Free plan includes one knowledge base with up to 20 items and 500 API calls per month. Pro adds unlimited items, version history, and 10,000 API calls. Business unlocks unlimited everything, plus MCP connections, webhooks, and team collaboration.

What's next

This is v1.0. We have a roadmap that includes real-time collaboration, knowledge graph visualisation, automated gap detection (flagging questions your KB can't answer), and deeper integration with the Claiq ecosystem. But the foundation is here: a fast, structured, searchable knowledge layer that every AI tool can trust.

Ready to try it? Sign up for free at www.khubai.io and have your first knowledge base live in under 10 minutes.