What an engagement actually looks like

Meet Dave. He runs a managed services company in the mid-Atlantic. 14 employees, about 320 endpoints under management, $1.8 million in revenue. He started it 16 years ago, and by most measures, it's a solid business. Recurring revenue is about 68% of total. Gross margins are around 55%. Clients stay for years.

But Dave is 61. He's tired. He handles every escalation above Tier 2 because nobody else can. He personally manages the five largest accounts. His dispatch and quoting are done on a whiteboard and in his head. His PSA has data in it, but nobody runs reports.

An aggregator approaches him. The offer: 3.2x SDE. Dave's CPA tells him comparable MSPs are selling for 4.5 to 6x. The aggregator says his business is too owner-dependent, his MRR ratio is too low, and his operational documentation is nonexistent. Dave turns them down. But he doesn't know how to fix those things.

What the audit typically reveals

This is what a 30-day AI and Operations Audit would show in a business like Dave's:

• Technician utilization at 54%. Industry benchmark is 70%+. That gap costs roughly $180,000 a year in lost billable capacity.
• MRR ratio at 68%. Converting remaining break-fix clients to managed contracts would push it above 82%, which is the threshold most acquirers look for.
• Tier 1 tickets consuming senior technician time because there's no triage system. AI-powered ticket routing can handle 30% of inbound volume without human intervention.
• Client profitability that varies wildly. In businesses like this, it's common to find two or three of the largest accounts are actually unprofitable when fully loaded. The owner doesn't know because the PSA isn't configured to track it.
• No SOPs, no runbooks, no documentation for any processes. If Dave gets hit by a bus, the business loses its three largest clients within 90 days.

What we would do

Here's the playbook we would run over 12 to 18 months inside a business like Dave's.

• Implement AI-powered ticket triage and auto-resolution. Tier 1 resolution time drops by up to 40%. Senior technicians stop handling password resets.
• Restructure service tiers and convert break-fix clients to managed contracts. Target: MRR ratio above 80%.
• Build a QBR process that every account manager can run without Dave. Protect client retention above 95%.
• Install financial dashboards showing per-client profitability, technician utilization, and margin by service line. The owner sees the business clearly, often for the first time.
• Hire and train a service delivery manager to handle escalations. The owner stops being the single point of failure.
• Document every process, build runbooks, and create an onboarding system for new technicians that cuts ramp time from 6 months to 6 weeks.

What the outcome looks like

When this playbook is executed well, the business looks different on paper and in practice. SDE increases by 25 to 35%. The owner dependency score drops dramatically. MRR ratio climbs above 80%. Technician utilization reaches 70%+.

And when the next acquirer comes along, they see a different business. Instead of 3.2x, comparable MSPs with these metrics sell at 5 to 6x SDE. On a business like Dave's, that's a difference of roughly $1 million or more on the sale price.

Dave doesn't need to work harder. He needs better systems, a real team, and a partner who knows how to build the business an acquirer actually wants to buy.