What Is an AI Helpdesk Readiness Assessment? A Look Inside the Process

“Readiness assessment” is a phrase that gets used loosely across the industry. Here’s exactly what ours involves, step by step, so there’s no ambiguity about what you’re agreeing to before you start.

What we gather first

Before any analysis starts, we pull four things: your ticket and call volume broken down by category (benefits, PTO/leave, paycheck, enrollment, general HR) over the last three to six months; average handle time and escalation rate per category; an inventory of the tools you currently use, including your helpdesk or ticketing platform, HRIS, and any existing self-service; and your worksite employee headcount alongside your service team headcount.

The six-step process

1. Discovery interviews with your service operations leadership — understanding where the pain actually is, not just what the data shows.

2. Ticket data pull and categorization — turning raw ticket history into a clear picture of what’s actually driving volume.

3. Systems audit — checking integration feasibility with whatever helpdesk, HRIS, or ticketing platform you already run, since we’re not proposing a rip-and-replace.

4. Automation opportunity scoring — ranking ticket categories by volume, repetitiveness, data availability, and risk, so we know exactly where automation is safe and valuable versus where it isn’t.

5. ROI modeling — projecting expected ticket deflection and the resulting cost savings, based on your actual numbers, not an industry average.

6. Phased roadmap — recommending which categories to automate first (highest volume, lowest risk) and what to tackle later, tailored to your systems.

What you get at the end

A written report plus an executive summary deck — covering current-state findings, opportunity sizing, ROI projection, and a recommended phased roadmap. It’s built to be a decision-making document on its own, whether or not you move forward with implementation afterward.

The whole engagement runs two to three weeks, fixed fee, starting at $3,500. Get in touch if you want to see exactly where your own numbers land.