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Pipeline template

AI chatbot readiness

Audit the docs your chatbot reads from before customers do.

How the pipeline runs

  1. Step 01

    Connect sources

    Drive, Notion, Confluence, Slack

  2. Step 02

    Score docs

    Five dimensions per file

  3. Step 03

    Find contradictions

  4. Step 04

    Build ontology

  5. Step 05

    Deploy MCP endpoint

    Live brain for the chatbot

What this audits

  • Every doc the chatbot can answer from
  • Every contradiction across those docs
  • Every topic the chatbot would have to say it does not know
  • Risk exposure if the chatbot quotes the wrong figure on a customer call

When to use this

You are about to point a customer-facing chatbot at your knowledge base. You want a clear list of what it will get right, what it will get wrong, and what it will refuse to answer, before a real customer finds out for you.

Industries this fits

  • B2B SaaS
  • E-commerce
  • Fintech
  • Healthcare

Run this template against your knowledge.

Connect your sources. ceadr handles the rest in 3 minutes.

Use this template