AI Support Agents

Autonomous and assisted AI agents that resolve customer questions, draft replies, and deflect tickets without a human in the loop.

What's new in AI Support Agents?

Support team lead comparing a scripted chatbot flow on one monitor with an AI agent working a help desk ticket queue on the other
AI Support Agents Oct 16, 2026

Chatbot vs AI Support Agent: What Actually Differs

A chatbot answers questions; an AI support agent decides and acts in your systems. Learn how the difference changes deflection, cost and disclosure duties.

Michael Kansky Read
Support team lead sorting printed tickets into three stacks beside a laptop showing a help desk queue
AI Support Agents Oct 14, 2026

Will an AI support agent deflect your tickets? The 30% test

Before you buy an AI support agent, tag a month of tickets by type: if repetitive questions are under 30% of volume, fixing your help center pays back…

Michael Kansky Read
Row of customer support desks with a few agents working and several empty seats with headsets left on closed laptops
AI Support Agents Oct 9, 2026

Price an AI copilot add-on per active agent, not per seat

All-seat copilot add-ons can double the real cost per active agent. See the formula, per-seat versus credit trade-offs, and when per-resolution pricing…

Michael Kansky Read
A printed AI vendor agreement with a highlighted liability clause beside a laptop showing a customer support chat
AI Support Agents Oct 5, 2026

Vendor terms leave your AI agent's wrong promises on your bill

Your company pays when its AI support agent promises something wrong. See what vendor terms leave out, what insurance covers and which controls to set…

Michael Kansky Read
Support lead comparing AI chat transcripts against a fixed checklist of regression test cases before releasing a prompt change
AI Support Agents Sep 30, 2026

Freeze a 20-case regression set before editing your AI prompt

Spot-checks miss silent regressions. Learn how to build a frozen 20-case regression set and rerun it after every prompt, knowledge-base or model change.

Michael Kansky Read
Support team lead watching an AI chat conversation hand off to a human agent at the next desk
AI Support Agents Sep 28, 2026

The confidence threshold that decides AI answer or human handoff

Learn where to set an AI support agent's handoff confidence threshold, why model scores run high, and which rules should send customers to a human first.

Michael Kansky Read
Diagram showing the RAG pipeline split between retrieval success and generation failure - an AI agent retrieving the correct article but producing an incorrect answer from a severed chunk
AI Support Agents Sep 25, 2026

Right article, wrong answer: where AI support agents break

45% of AI queries produce errors even from correct sources. Learn to diagnose retrieval vs generation failures and fix your AI support agent today.

Michael Kansky Read
Support manager reviewing AI deflection metrics alongside rising reopen rate data on dual monitors
AI Support Agents Sep 4, 2026

AI support agents pay off past a 60% deflection rate

AI support agents cover their cost when true deflection reaches 60%. Learn how reopen rate, ticket routing, and QA monitoring determine whether your…

Michael Kansky Read
Professional reviewing and organizing documents to build a structured knowledge base for AI customer support agent accuracy
AI Support Agents Sep 2, 2026

Your AI agent's accuracy is set by knowledge base quality

AI support agent accuracy is determined by knowledge base quality. See how RAG grounding, governance, and retrieval config drive correct answers - not…

Michael Kansky Read
Business leader presenting support software payback analysis to executives in a modern conference room
AI Support Agents Aug 24, 2026

Payback Window: Justifying Support Software Spend to Leadership

Build a support software payback case CFOs approve in 2026. Learn the three-number format, vendor credibility checklist, and break-even timeline strategy.

Michael Kansky Read