Replyglint Blog

Support Ops Perspectives

Practical writing on ticket triage, CSAT optimization, agent capacity, and support ops — from people who've actually managed the queue, not just written about it.

CX Ops AI & Automation Support Metrics Playbooks
Diagram of a ticket triage decision tree with AI classification nodes
AI Ticket Triage

The CX Team's Guide to AI Ticket Triage: What to Automate and What Not To

A practical walkthrough of how to classify your support queue for AI resolution, set confidence thresholds, and know when to keep the human in the loop.

9 min read
Abstract visualization of a shrinking support queue with downward trending indicators
Operations Queue Management

How to Cut Your Support Queue by 60% Without Hiring More Agents

Five operational changes — including AI auto-resolution — that B2C support teams use to reduce incoming ticket volume without burning out their people.

7 min read
Abstract data analytics visualization with rising metric lines in teal on dark background
Metrics CX Leadership

The Five Support Metrics Your VP Actually Cares About (And How AI Changes Them)

First response time, CSAT, resolution rate, agent handle time, and escalation rate — what each one means and how AI resolution shifts each in practice.

8 min read
Abstract illustration of a handoff between two connected elements, representing AI to human context transfer
Handoff AI Design

Why the AI-to-Human Handoff Is the Most Important Moment in Your Support Stack

The moment an AI agent can't resolve a ticket is actually the highest-leverage point in your CX workflow. Here's what a great handoff looks like.

6 min read
Abstract shipping and logistics visualization with location tracking elements
Ecommerce WISMO

Where's My Order? How AI Resolves WISMO Tickets at Scale

WISMO tickets are the top ticket type for most B2C brands. This post breaks down the integration pattern, the data lookups, and how to handle edge cases like delayed shipments.

5 min read
Abstract illustration of a structured playbook or framework with organized connected elements
Playbooks Support Ops

Building Your Support Ops Playbook: A Template for AI-Ready CX Teams

A practical template for documenting your tier-1 resolution rules so your AI agent can act on them — and your human agents know when to override.

10 min read