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Knowledge & data

One source of truth your AI can actually cite

Author, organize, and govern help content in a knowledge base built for retrieval. Callario's AI answers only from what's in here, with a citation for every claim.

Knowledge base · RAGGrounded in your docs Cited only
Can I get a refund after 30 days?
Grounded retrieval (RAG) over your own articles
Every AI answer links to its source article
Confidence scores and grounding checks on each reply
Knowledge Base · features

What Knowledge Base does

Built for retrieval, not just reading

Articles are chunked and indexed for semantic search, so the AI agent and copilot pull the most relevant passage instead of a whole document. The same content powers your public help center and your internal answers.

Cited answers, always

Every AI response is grounded in your sources and links back to the exact articles it used. If the knowledge isn't there, the AI says so and hands off rather than guessing.

Categories, versions, and review

Organize content into categories, track revision history, and review changes before they go live. Reindexing happens automatically when you publish, so the AI never answers from stale drafts.

Internal and external in one place

Mark articles as customer-facing or agents-only. Internal runbooks fuel the copilot's suggestions while your published collection serves customers, all from a single library.

PII-aware and guardrailed

Sensitive content is redacted on the retrieval path, and grounding guardrails keep the AI from drifting beyond what your sources actually say.

Feeds every AI surface

The same knowledge base grounds the autonomous AI agent, the agent-side copilot, and workflow steps, so an answer you write once stays consistent across every channel.

How it works

From setup to value with Knowledge Base

01

Write and organize

Create articles, group them into categories, and set each one as customer-facing or internal. Use revision history to keep a clean audit trail of edits.

02

Index automatically

On publish, Callario chunks and indexes your content for semantic search, no manual configuration or embeddings work required.

03

Ground every answer

The AI agent and copilot retrieve the most relevant passages and attach citations, so customers and agents can verify the source in one click.

04

Improve from gaps

When the AI can't find an answer and hands off, you see exactly which questions lack coverage, so you know what to write next.

Put Knowledge Base to work.

Join the design-partner program and run honest, auditable AI support.

Supervised alpha · No credit card · You’ll never be billed for a handoff.