For MSP owners and service managers
Twenty days. Four hours of work.
A real ticket from a real MSP: 4.2 hours of logged labor, 20 calendar days, three people. The work wasn’t hard. The ticket was slow because it bounced from Tier 1 to Tier 2 to dispatch, and the days lived in the waiting. Here’s what happens when the tech holding the ticket can answer it.
- Measured on live tickets, not a vendor benchmark
- Works inside your PSA and your clients’ Microsoft tenants
- Your team builds it, on infrastructure you own
Built by people who run an MSP, in Kenosha, Wisconsin.
Watch the ticket age.
Read straight from the action log. Press play, then run it again without the handoff.
Real ticket, real timings, read from the PSA action log. Client, techs, and MSP not named. The 81-minute step and its 10-minute replacement are measured; the rest of the “no handoff” replay is the same log with the escalation removed.
The days don’t live in the work.
They live in the escalation.
Tier 1 hits a question they can’t answer, and the ticket goes into someone else’s queue. Five days later it gets picked up by a person who has to re-read everything.
They live in the calendar.
Nineteen of the actions on this ticket were appointments, voicemails, callbacks, and reschedules. Six were troubleshooting. That’s what turns a six-hour job into ten.
They live in the relay.
Tier 2 finds the answer, Tier 1 relays it, dispatch closes it. Three people touched a ticket one person could have finished.
Why handoffs hurt more than hours.
Every shop has a few days a month when the board overflows and SLAs start slipping. Those days aren’t caused by a shortage of hours. They’re caused by queuing: when your techs run near capacity, wait time doesn’t grow in a straight line. It bends upward, hard.
So the ticket that bounced three times didn’t just cost 71 extra minutes. It sat in two queues for nine days, and every other ticket behind it waited too. Take the handoff out, and the whole board moves.
Two numbers worth tracking: hours recovered per year, which speaks to margin, and handoffs eliminated per ticket, which speaks to whether the monthly crunch still happens. The second one is the underrated half.
Measured, not marketed.
Our rule before automating anything: record what it costs today, by hand, on a real ticket. Then measure the delta. These are the numbers behind this page.
81 → 10 min
Assigned-license report for a tenant
By hand in the admin portal versus asking the AI connected to the tenant. Same spreadsheet, same answer. Roughly 8x on the one step that got escalated.
20 days
For 4.2 hours of logged labor
Three people, three handoffs. Typical for its class, not an outlier. Server and project tickets at the same shop average 24 days open.
22 min
To grant one user access to a shared mailbox
Claim, portal, click, close. The underlying operation is a single Graph call. Small on its own. Your techs do it hundreds of times a year.
What Tier 1 can do when the AI can see the tenant.
The tech holding the ticket asks the question the escalation used to answer. Nothing leaves the PSA, nothing gets retyped, and the person who talked to the client is the person who replies.
Client wants a contractor to send as sales@. What license does that need, and what do they have assigned right now?
Checked the tenant. 38 users, 41 licenses assigned. Here’s the breakdown by SKU, with 3 unassigned Business Standard seats.
- Sending as a shared mailbox needs a licensed user with Send As rights. No extra license for the mailbox itself.
- One of the 3 spare Business Standard seats covers the contractor.
- I can draft the client reply and the change ticket for approval.
Want both?
We run an MSP too. We built this for our own board first.
Our leadership runs an MSP with nine techs and a few thousand managed accounts. This is how that shop is pulling the handoffs out of its own tickets. We bring the patterns, the lessons, and the pieces that already work, and build your version with your team.
- Start with one ticket type. We read your action logs together and pick the escalation that costs you the most calendar days.
- Built with your team. No developers needed. AI does the heavy lifting, your techs learn to extend it.
- On infrastructure you own. Your accounts, your tenants, your data. We step back when it’s running.
- Measured before and after. Real tickets, real timings. If it doesn’t move the number, you’ll know.
Shop talk.
Is this a real ticket?
Yes. It came from the HALO instance at the MSP our leadership runs, read line by line from the action log. The client, the techs, and the MSP aren’t named here. The timings are theirs.
What exactly was measured?
One step, head to head: producing the assigned-license spreadsheet. 81 minutes by hand in the admin portal, under 10 minutes with the AI connected to the tenant. The rest of the “no handoff” replay is the same action log with the escalation removed. We don’t claim the whole ticket was measured.
Which PSA does this work with?
The one you run. HaloPSA, ConnectWise, and Autotask, plus your RMM and your clients’ Microsoft 365 tenants. The AI sits inside the tools, it doesn’t replace them.
Is this safe to point at client tenants?
It uses the same Microsoft sign-in and permissions your techs already have, starts read-only, and every call is logged. A tech reads the answer before anything goes to the client. Nothing from your tenants trains a public model.
Do we need developers?
No. Your team builds alongside us with AI doing the heavy lifting, on infrastructure you own. If you’d rather not build a piece, we build it to your spec and license it to you.
What does it cost?
Every shop’s stack is different, so engagements are scoped to the job. The 30-minute conversation is free, and you’ll leave with the first ticket type to go after.
Find your 20-day tickets.
Thirty minutes, free, MSP to MSP. Bring your PSA and the escalation that drives you nuts.
© Southport AI & Automation, LLC. Kenosha, Wisconsin. southport.ai/msps