Articles

Practical guides for modern support

Honest writing on reducing ticket volume, building a knowledge base, SLA design, support automation, and the messy realities of running a support team that customers actually trust.

16 articles
Metrics9 min read

Support Capacity Planning: Sizing the Team to the Queue

Too few agents and the queue drowns; too many and you are paying for idle time. Capacity planning is the math that sizes the team to the work, and understanding occupancy versus utilization is what keeps you from burning people out at what looks like a comfortable number.

Paul HittJul 7, 2026
Metrics7 min read

Customer Health Scoring From Support Signals: Spotting At-Risk Accounts Before They Churn

Your support queue is an early-warning system for churn — if you read it. How to build a customer health score from support signals like ticket volume, sentiment, and unresolved issues, and how to route at-risk accounts to a save motion before they quietly cancel.

Paul HittJul 4, 2026
Metrics7 min read

Sentiment Analysis in Support: Catching Angry Customers Before They Explode

A frustrated customer rarely says "I am frustrated" — they signal it in tone, punctuation, and word choice. How to use sentiment analysis to flag at-risk tickets in real time, route them to the right people, and measure the emotional health of your queue without it becoming surveillance theater.

Paul HittJul 3, 2026
Metrics7 min read

Deflection Rate: Measuring the Tickets Self-Service Stops Before They Start

The best support ticket is the one a customer never has to file because they found the answer themselves. Deflection rate is the metric that puts a number on that — how much of your potential ticket volume self-service is actually absorbing. It is also one of the most-faked numbers in support. A guide to measuring it honestly and using it to drive down volume instead of gaming a dashboard.

Paul HittJun 29, 2026
Metrics8 min read

Cost Per Ticket: The Support Metric That Connects Your Team to the Business

Cost per ticket is the number that turns "support is expensive" into a budget you can actually manage. How to calculate it honestly, why a low number can be a warning sign, and the levers that move it without wrecking quality.

Paul HittJun 22, 2026
Metrics8 min read

The Weekly Support Report: Telling Leadership What the Queue Means, Not Just What It Did

Executives do not want your full metrics dashboard. The handful of numbers, the one trend, and the plain-language narrative that turn a wall of support data into a report leadership actually reads and acts on.

Paul HittJun 21, 2026