Guides to company knowledge.

How to turn scattered documents, chat and email into knowledge a company can rely on.

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Explainer
9 min read

How conflicting internal documents cause AI hallucinations

Why RAG agents answer wrongly when company documents disagree, what research shows about knowledge conflicts, and how to fix the data before the API call.

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Explainer
10 min read

An MCP data architecture for enterprise AI agents

How to connect LLM tools to live company knowledge over the Model Context Protocol: architecture patterns, OAuth, permissions and where the tokens go.

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Guide
8 min read

Policy version control when changes happen in Slack

Policy workarounds get agreed in Slack threads while the doc in Google Drive never changes. How to spot the multi-version policy trap and audit for it.

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Explainer
8 min read

Why manual SOP maintenance fails as your company scales

Past about 50 people, a hand-kept wiki can't keep up with how fast work changes. Why it breaks, and how a self-updating knowledge base works instead.

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Guide
7 min read

How to stop support agents giving conflicting answers

Macros, old PDFs and Slack decisions each give a different answer. A blueprint for catching a conflict the day it starts and alerting its owner.

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Guide
8 min read

How to build an internal FAQ from your Slack threads

Your team's real FAQ is already buried in Slack threads. How to find the questions that keep coming back, pull out the final answer and keep it current.

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Guide
6 min read

How to keep process docs up to date when workflows change

New tools, CRM fields and approval steps land every week, and the docs never hear about it. Five steps to keep them current without it eating your job.

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Guide
6 min read

How to keep an outsourced support team up to date when your product changes every week

Five steps to keep an external support team current when you ship every week, using one example: moving a feature to a different pricing plan.

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Explainer
8 min read

How to give AI agents your company knowledge: API, MCP and RAG

Three ways to connect AI assistants and agents to company knowledge, what MCP is, and why the quality of the knowledge matters more than the retrieval method.

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Guide
8 min read

How to keep SOPs up to date: a simple SOP review process

Why standard operating procedures go stale, how to spot outdated and conflicting SOPs, and a review process that keeps procedures current without annual fire drills.

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Guide
9 min read

How to create an internal knowledge base that stays current

A step-by-step guide to creating an internal knowledge base from the documents, chat and email you already have, and keeping it accurate after launch.

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Explainer
8 min read

What is a single source of truth for company knowledge?

A single source of truth is the one place a company agrees its answers come from. What it means for company knowledge, the signs you lack one, and how to build it.

Make your knowledge base maintain itself.

Connect your tools once. Ingesto does the upkeep.