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.

Published articles are being prepared.

AI support foundations · 6 min read

Rule-Based vs AI Customer Support Chatbots

A Deyo-grounded guide to “Rule-Based vs AI Customer Support Chatbots,” covering the difference between button rules and natural-language understanding and answers grounded in approved knowledge.

August 13, 2026

Small SaaS use cases · 6 min read

How to Separate Support for Multiple Products and Brands by Workspace

A Deyo-grounded guide to “How to Separate Support for Multiple Products and Brands by Workspace,” covering separating knowledge, conversations, and access by product or brand and choosing among website, file, and Q&A sources.

August 13, 2026

Human handoff, Inbox, and measurement · 6 min read

How Small Support Teams Can Operate a Shared Inbox

A Deyo-grounded guide to “How Small Support Teams Can Operate a Shared Inbox,” covering operating with status, assignee, internal notes, and replies and handoff that preserves transcript and summary.

August 13, 2026

Human handoff, Inbox, and measurement · 6 min read

How Slack and Email Alerts Keep Human Handoffs Visible

A Deyo-grounded guide to “How Slack and Email Alerts Keep Human Handoffs Visible,” covering separating Slack or email alerts from Inbox replies and business hours, time zone, and notification recipients.

August 13, 2026

Small SaaS use cases · 6 min read

How Subscription SaaS Can Answer Pricing, Cancellation, and Refund FAQs with AI

A Deyo-grounded guide to “How Subscription SaaS Can Answer Pricing, Cancellation, and Refund FAQs with AI,” covering separating subscription policy guidance from account-specific work and reinforcing critical answers with curated Q&A.

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

Setup, widget, and operations · 7 min read

15 Checks Before Publishing an AI Support Widget

A Deyo-grounded guide to “15 Checks Before Publishing an AI Support Widget,” covering prelaunch checks for desktop, mobile, answers, and handoff and testing representative, paraphrased, and unanswerable questions.

August 13, 2026

Human handoff, Inbox, and measurement · 6 min read

How to Turn Repeated Customer Questions into New Help Content

A Deyo-grounded guide to “How to Turn Repeated Customer Questions into New Help Content,” covering turning repeated unanswered questions into new guidance and turning customer and operator feedback into knowledge improvements.

August 13, 2026

Human handoff, Inbox, and measurement · 6 min read

How to Turn ‘Not Helpful’ Feedback into Better AI Answers

A Deyo-grounded guide to “How to Turn ‘Not Helpful’ Feedback into Better AI Answers,” covering classifying negative feedback and retesting fixes and turning customer and operator feedback into knowledge improvements.

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

Human handoff, Inbox, and measurement · 6 min read

How to Decide Which Questions AI Support Should Not Answer

A Deyo-grounded guide to “How to Decide Which Questions AI Support Should Not Answer,” covering handoff triggers based on customer request, real work, or missing evidence and the boundary between guidance and system actions.

August 13, 2026

AI support foundations · 7 min read

9 Reasons AI Customer Support Fails and How to Prevent Them

A Deyo-grounded guide to “9 Reasons AI Customer Support Fails and How to Prevent Them,” covering stale knowledge, over-automation, and blocked escalation and keeping policies current and authoritative.

August 13, 2026