Deyo Journal

Make AI support more trustworthy,
not merely more talkative.

Practical, evidence-aware notes on knowledge preparation, answer quality, human handoff, and support operations.

Category: Knowledge, RAG, and accuracy

Design support that stops when evidence is missing and connects customers to a real person when judgment is required.

Knowledge, RAG, and accuracy · August 13, 2026 · 6 min read

How to Turn Customer Feedback into Knowledge Improvements

A Deyo-grounded guide to “How to Turn Customer Feedback into Knowledge Improvements,” covering turning customer and operator feedback into knowledge improvements and classifying negative feedback and retesting fixes.

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Knowledge, RAG, and accuracy · 6 min read

How Does a RAG Customer Support Chatbot Answer Questions?

A Deyo-grounded guide to “How Does a RAG Customer Support Chatbot Answer Questions?,” covering the path from retrieval to answer generation and choosing among website, file, and Q&A sources.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

How to Safely Reflect Website Changes in AI Support Answers

A Deyo-grounded guide to “How to Safely Reflect Website Changes in AI Support Answers,” covering keeping policies current and authoritative and review, manual resync, and regression checks.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

How to Prepare Websites and Documents for AI Support

A Deyo-grounded guide to “How to Prepare Websites and Documents for AI Support,” covering choosing among website, file, and Q&A sources and keeping policies current and authoritative.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

Why Critical Customer Answers Need Curated Q&A

A Deyo-grounded guide to “Why Critical Customer Answers Need Curated Q&A,” covering reinforcing critical answers with curated Q&A and resolving conflicting pricing and policy documents.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

What Is RAG for Customer Support? A Plain-Language Guide

A Deyo-grounded guide to “What Is RAG for Customer Support? A Plain-Language Guide,” covering the path from retrieval to answer generation and answers grounded in approved knowledge.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

8 Ways to Reduce Hallucinations in AI Customer Support

A Deyo-grounded guide to “8 Ways to Reduce Hallucinations in AI Customer Support,” covering controls that stop unsupported answers and choosing among website, file, and Q&A sources.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

How to Fix AI Answers When Pricing and Policy Documents Conflict

A Deyo-grounded guide to “How to Fix AI Answers When Pricing and Policy Documents Conflict,” covering resolving conflicting pricing and policy documents and keeping policies current and authoritative.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

How to Test AI Customer Support Answer Quality

A Deyo-grounded guide to “How to Test AI Customer Support Answer Quality,” covering testing representative, paraphrased, and unanswerable questions and answers grounded in approved knowledge.

August 13, 2026

Knowledge, RAG, and accuracy · 6 min read

Website, Files, or Q&A: Choosing AI Support Knowledge Sources

A Deyo-grounded guide to “Website, Files, or Q&A: Choosing AI Support Knowledge Sources,” covering reinforcing critical answers with curated Q&A and testing representative, paraphrased, and unanswerable questions.

August 13, 2026